{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "eQD6nqp14Mjh"
   },
   "source": [
    "Examining embeddings. \n",
    "\n",
    "Reimplemented example [from this notebook](https://colab.research.google.com/drive/1yFphU6PW9Uo6lmDly_ud9a6c4RCYlwdX#scrollTo=1RfUN_KolV-f) which works with BERT2.\n",
    "[Original post is here.](http://mccormickml.com/2019/05/14/BERT-word-embeddings-tutorial/) \n",
    "\n",
    "We'll use the BERT model to extract embeddings for a sentence for our fake social network, Flutter, and compare them to other embeddings for Flutter. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "mYX1tuWD114t",
    "outputId": "62d67454-ffdf-4a96-c614-89f69e40bdc3"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
      "Collecting transformers\n",
      "  Downloading transformers-4.27.4-py3-none-any.whl (6.8 MB)\n",
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      "\u001b[?25hRequirement already satisfied: filelock in /usr/local/lib/python3.9/dist-packages (from transformers) (3.10.7)\n",
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      "\u001b[?25hRequirement already satisfied: regex!=2019.12.17 in /usr/local/lib/python3.9/dist-packages (from transformers) (2022.10.31)\n",
      "Collecting tokenizers!=0.11.3,<0.14,>=0.11.1\n",
      "  Downloading tokenizers-0.13.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (7.8 MB)\n",
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      "\u001b[?25hRequirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.9/dist-packages (from transformers) (23.0)\n",
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      "Requirement already satisfied: typing-extensions>=3.7.4.3 in /usr/local/lib/python3.9/dist-packages (from huggingface-hub<1.0,>=0.11.0->transformers) (4.5.0)\n",
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      "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.9/dist-packages (from requests->transformers) (2022.12.7)\n",
      "Requirement already satisfied: urllib3<1.27,>=1.21.1 in /usr/local/lib/python3.9/dist-packages (from requests->transformers) (1.26.15)\n",
      "Requirement already satisfied: charset-normalizer~=2.0.0 in /usr/local/lib/python3.9/dist-packages (from requests->transformers) (2.0.12)\n",
      "Installing collected packages: tokenizers, huggingface-hub, transformers\n",
      "Successfully installed huggingface-hub-0.13.3 tokenizers-0.13.3 transformers-4.27.4\n"
     ]
    }
   ],
   "source": [
    "# transformers for PyTorch\n",
    "!pip install transformers"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 113,
     "referenced_widgets": [
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      "7579ad9d8af74e9681a36a75cc6631e8"
     ]
    },
    "id": "lJ6DTz9U5JSZ",
    "outputId": "da7b8c85-4941-4adc-b751-ca42f79e6ad8"
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "6fb481eafba44d85a9444129995ea2bc",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Downloading (…)solve/main/vocab.txt:   0%|          | 0.00/232k [00:00<?, ?B/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "dda92fed52d04cb28a01214422f6e4bd",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Downloading (…)okenizer_config.json:   0%|          | 0.00/28.0 [00:00<?, ?B/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "abc334b7db9b4c5f93b6e78cf087b2cb",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Downloading (…)lve/main/config.json:   0%|          | 0.00/570 [00:00<?, ?B/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import torch\n",
    "from transformers import BertTokenizer, BertModel\n",
    "\n",
    "# Logging Info\n",
    "import logging\n",
    "\n",
    "logging.basicConfig(level=logging.INFO)\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "%matplotlib inline\n",
    "\n",
    "# Load pre-trained model tokenizer (vocabulary)\n",
    "tokenizer = BertTokenizer.from_pretrained(\"bert-base-uncased\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "7PlGxdN84_na",
    "outputId": "2fad00ef-4875-4542-dde0-a4c27a37c168"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['[CLS]', 'hold', 'fast', 'to', 'dreams', ',', 'for', 'if', 'dreams', 'die', ',', 'life', 'is', 'a', 'broken', '-', 'winged', 'bird', 'that', 'cannot', 'fly', '.', '[SEP]']\n",
      "23\n"
     ]
    }
   ],
   "source": [
    "text = \"Hold fast to dreams, for if dreams die, life is a broken-winged bird that cannot fly.\"\n",
    "marked_text = \"[CLS] \" + text + \" [SEP]\"\n",
    "\n",
    "# Tokenize our sentence with the BERT tokenizer.\n",
    "tokenized_text = tokenizer.tokenize(marked_text)\n",
    "\n",
    "# Print out the tokens.\n",
    "print(tokenized_text)\n",
    "print(len(tokenized_text))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "0-Ny4uzD5VgS",
    "outputId": "5428d742-4569-4017-fd49-5900d949f5c3"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[CLS]           101\n",
      "hold          2,907\n",
      "fast          3,435\n",
      "to            2,000\n",
      "dreams        5,544\n",
      ",             1,010\n",
      "for           2,005\n",
      "if            2,065\n",
      "dreams        5,544\n",
      "die           3,280\n",
      ",             1,010\n",
      "life          2,166\n",
      "is            2,003\n",
      "a             1,037\n",
      "broken        3,714\n",
      "-             1,011\n",
      "winged       14,462\n",
      "bird          4,743\n",
      "that          2,008\n",
      "cannot        3,685\n",
      "fly           4,875\n",
      ".             1,012\n",
      "[SEP]           102\n"
     ]
    }
   ],
   "source": [
    "# Show indices of the text\n",
    "text = \"Hold fast to dreams, for if dreams die, life is a broken-winged bird that cannot fly.\"\n",
    "\n",
    "# Add the special tokens.\n",
    "marked_text = \"[CLS] \" + text + \" [SEP]\"\n",
    "\n",
    "# Split the sentence into tokens.\n",
    "tokenized_text = tokenizer.tokenize(marked_text)\n",
    "\n",
    "# Map the token strings to their vocabulary indeces.\n",
    "indexed_tokens = tokenizer.convert_tokens_to_ids(tokenized_text)\n",
    "\n",
    "# Display the words with their indeces.\n",
    "for tup in zip(tokenized_text, indexed_tokens):\n",
    "    print(\"{:<12} {:>6,}\".format(tup[0], tup[1]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "_7UoKDyE5t08",
    "outputId": "ce3b54ba-27ec-4adb-9e5f-e8b250ef156b"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]\n"
     ]
    }
   ],
   "source": [
    "# Mark each of the 23 tokens as belonging to sentence \"1\".\n",
    "segments_ids = [1] * len(tokenized_text)\n",
    "\n",
    "print(segments_ids)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "id": "ylTf_uEw5y26"
   },
   "outputs": [],
   "source": [
    "# Convert inputs to PyTorch tensors\n",
    "tokens_tensor = torch.tensor([indexed_tokens])\n",
    "segments_tensors = torch.tensor([segments_ids])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "sBmEvgtU516z",
    "outputId": "58d6d0c1-2dfe-4904-ca00-09e3eb06e0af"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[101, 2907, 3435, 2000, 5544, 1010, 2005, 2065, 5544, 3280, 1010, 2166, 2003, 1037, 3714, 1011, 14462, 4743, 2008, 3685, 4875, 1012, 102]\n"
     ]
    }
   ],
   "source": [
    "print(indexed_tokens)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 877,
     "referenced_widgets": [
      "33d9d6aa5bd447cdbbc2ca015f8bbba7",
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      "c849e2d817884c8585cab48862aec563",
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      "33d1ec43cc8249788d16143d00386eef"
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    "id": "rZ35OdgK6iDm",
    "outputId": "887e2493-4a46-4a37-85d1-39a3ebc521d9"
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "33d9d6aa5bd447cdbbc2ca015f8bbba7",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Downloading pytorch_model.bin:   0%|          | 0.00/440M [00:00<?, ?B/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Some weights of the model checkpoint at bert-base-uncased were not used when initializing BertModel: ['cls.seq_relationship.weight', 'cls.seq_relationship.bias', 'cls.predictions.decoder.weight', 'cls.predictions.transform.dense.weight', 'cls.predictions.transform.LayerNorm.bias', 'cls.predictions.transform.dense.bias', 'cls.predictions.bias', 'cls.predictions.transform.LayerNorm.weight']\n",
      "- This IS expected if you are initializing BertModel from the checkpoint of a model trained on another task or with another architecture (e.g. initializing a BertForSequenceClassification model from a BertForPreTraining model).\n",
      "- This IS NOT expected if you are initializing BertModel from the checkpoint of a model that you expect to be exactly identical (initializing a BertForSequenceClassification model from a BertForSequenceClassification model).\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "BertModel(\n",
       "  (embeddings): BertEmbeddings(\n",
       "    (word_embeddings): Embedding(30522, 768, padding_idx=0)\n",
       "    (position_embeddings): Embedding(512, 768)\n",
       "    (token_type_embeddings): Embedding(2, 768)\n",
       "    (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True)\n",
       "    (dropout): Dropout(p=0.1, inplace=False)\n",
       "  )\n",
       "  (encoder): BertEncoder(\n",
       "    (layer): ModuleList(\n",
       "      (0-11): 12 x BertLayer(\n",
       "        (attention): BertAttention(\n",
       "          (self): BertSelfAttention(\n",
       "            (query): Linear(in_features=768, out_features=768, bias=True)\n",
       "            (key): Linear(in_features=768, out_features=768, bias=True)\n",
       "            (value): Linear(in_features=768, out_features=768, bias=True)\n",
       "            (dropout): Dropout(p=0.1, inplace=False)\n",
       "          )\n",
       "          (output): BertSelfOutput(\n",
       "            (dense): Linear(in_features=768, out_features=768, bias=True)\n",
       "            (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True)\n",
       "            (dropout): Dropout(p=0.1, inplace=False)\n",
       "          )\n",
       "        )\n",
       "        (intermediate): BertIntermediate(\n",
       "          (dense): Linear(in_features=768, out_features=3072, bias=True)\n",
       "          (intermediate_act_fn): GELUActivation()\n",
       "        )\n",
       "        (output): BertOutput(\n",
       "          (dense): Linear(in_features=3072, out_features=768, bias=True)\n",
       "          (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True)\n",
       "          (dropout): Dropout(p=0.1, inplace=False)\n",
       "        )\n",
       "      )\n",
       "    )\n",
       "  )\n",
       "  (pooler): BertPooler(\n",
       "    (dense): Linear(in_features=768, out_features=768, bias=True)\n",
       "    (activation): Tanh()\n",
       "  )\n",
       ")"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Load pre-trained model (weights)\n",
    "model = BertModel.from_pretrained(\n",
    "    \"bert-base-uncased\",\n",
    "    output_hidden_states=True,  # Whether the model returns all hidden-states.\n",
    ")\n",
    "\n",
    "# Put the model in \"evaluation\" mode, meaning feed-forward operation.\n",
    "model.eval()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "id": "udbGxF516r8d"
   },
   "outputs": [],
   "source": [
    "# Run the text through BERT, and collect all of the hidden states produced\n",
    "# from all 12 layers.\n",
    "with torch.no_grad():\n",
    "    outputs = model(tokens_tensor, segments_tensors)\n",
    "\n",
    "    # Evaluating the model will return a different number of objects based on\n",
    "    # how it's  configured in the `from_pretrained` call earlier. In this case,\n",
    "    # becase we set `output_hidden_states = True`, the third item will be the\n",
    "    # hidden states from all layers. See the documentation for more details:\n",
    "    # https://huggingface.co/transformers/model_doc/bert.html#bertmodel\n",
    "    hidden_states = outputs[2]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "jDHYtgmX60vq",
    "outputId": "0bb51a11-e83f-45f5-a2f5-ad975e3821d4"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "torch.Size([13, 1, 23, 768])"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Concatenate the tensors for all layers. We use `stack` here to\n",
    "# create a new dimension in the tensor.\n",
    "token_embeddings = torch.stack(hidden_states, dim=0)\n",
    "\n",
    "token_embeddings.size()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "z_rHP93W622J",
    "outputId": "73b9d6c5-2008-4324-dd29-5ff096816bff"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "torch.Size([13, 23, 768])"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Remove dimension 1, the \"batches\".\n",
    "token_embeddings = torch.squeeze(token_embeddings, dim=1)\n",
    "\n",
    "token_embeddings.size()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "O3Raip0O65CE",
    "outputId": "23d65b51-b330-437c-fdd1-8843344b2b45"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "torch.Size([23, 13, 768])"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Swap dimensions 0 and 1.\n",
    "token_embeddings = token_embeddings.permute(1, 0, 2)\n",
    "\n",
    "token_embeddings.size()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "OXsHISY-692x",
    "outputId": "4b2ef691-16a3-4b04-8373-148fd350e33e"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Shape is: 23 x 768\n"
     ]
    }
   ],
   "source": [
    "# Stores the token vectors, with shape [23 x 768]\n",
    "embeddings = []\n",
    "\n",
    "# `token_embeddings` is a [23 x 12 x 768] tensor.\n",
    "\n",
    "# For each token in the sentence...\n",
    "for token in token_embeddings:\n",
    "    # `token` is a [12 x 768] tensor\n",
    "\n",
    "    # Sum the vectors from the last four layers.\n",
    "    sum_vec = torch.sum(token[-4:], dim=0)\n",
    "\n",
    "    # Use `sum_vec` to represent `token`.\n",
    "    embeddings.append(sum_vec)\n",
    "\n",
    "print(\"Shape is: %d x %d\" % (len(embeddings), len(embeddings[0])))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "YCA0O7n-7AsT",
    "outputId": "5aafd6ad-e6f5-4765-d8ba-88aae202aad1"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
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       "         -3.9099e-01,  6.9434e-01,  2.1277e+00]),\n",
       " tensor([ 3.1599e+00,  4.2593e-01,  1.7424e+00, -1.0312e+00, -1.2840e+00,\n",
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       "         -1.3771e+00,  3.6278e+00,  1.5909e+00,  1.3718e+00, -1.5641e+00,\n",
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       "         -2.6202e+00, -1.7396e+00,  1.6033e+00, -7.0524e-01, -1.8077e+00,\n",
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       "         -9.1498e-01, -1.5645e+00,  3.3506e-01,  1.4042e+00,  3.0801e+00,\n",
       "         -2.7240e+00,  8.6755e-01, -9.3400e-01,  2.2463e+00,  1.4388e+00,\n",
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       "         -1.4537e+00,  2.7846e+00,  2.7546e+00,  1.3467e+00, -2.8750e+00,\n",
       "          1.9204e+00, -1.4754e+00,  5.0389e-01,  4.7467e-01, -1.0902e-01,\n",
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       "         -4.0064e+00, -4.8672e-02,  5.5110e+00,  2.7487e+00,  3.8447e+00,\n",
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       "         -1.7972e-01, -1.0950e+00,  4.6183e+00, -1.6966e+00,  1.2494e+00,\n",
       "         -3.2940e-01, -4.0947e+00,  3.9486e-01,  5.5204e+00, -3.7313e-01,\n",
       "          1.6149e+00, -2.3652e-02, -4.8226e-01, -1.5381e+00,  5.6068e-02,\n",
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       "         -2.3899e-01, -1.7527e-01,  9.5868e-01, -1.2623e+00, -2.3533e+00,\n",
       "         -6.1793e-01, -2.8469e+00, -1.8392e+00, -6.3976e+00, -4.3514e+00,\n",
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       "          2.1864e+00,  3.5474e+00,  2.2490e+00,  3.0359e+00,  2.6223e+00,\n",
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       "         -1.6235e+00, -4.3966e-01,  6.6030e-01,  3.2172e+00, -4.5466e-01,\n",
       "         -9.7752e-01,  8.5445e-01, -4.5069e-01,  5.9803e-01, -2.7591e-02,\n",
       "         -6.5463e-01, -4.2566e+00, -6.9582e+00, -1.2447e+00, -2.5014e+00,\n",
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       "         -2.2046e+00, -4.8236e+00,  3.5832e+00,  1.9068e+00,  1.1058e+00,\n",
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       "         -3.7258e-01, -4.9890e+00,  7.8394e-02,  6.2181e+00,  3.9623e-02,\n",
       "         -1.5356e+00, -3.4607e-01, -2.4341e+00, -2.6181e+00, -2.3969e+00,\n",
       "         -1.4006e+00, -3.8864e+00,  2.2100e+00,  1.1492e+00, -2.9863e-01,\n",
       "         -5.1513e+00, -2.3896e+00,  3.4850e+00,  2.4971e+00, -1.1899e+00,\n",
       "          3.8278e+00,  3.5030e+00,  5.9457e+00, -7.1095e-02, -9.4592e-01,\n",
       "         -2.2020e+00, -5.9808e-01, -3.4588e-01,  5.4916e+00, -2.3760e+00,\n",
       "         -1.3831e+00, -2.2935e+00, -7.3664e-01,  2.2784e+00, -5.3767e+00,\n",
       "          3.5524e-01,  5.7160e+00,  4.4789e-01,  9.4605e-01, -3.1340e+00,\n",
       "         -2.1971e+00, -2.1661e-01, -5.7562e-01,  1.3964e+00,  2.3235e+00,\n",
       "          1.6925e+00,  2.1851e+00, -1.5281e+00, -1.2420e+00, -3.8022e+00,\n",
       "          2.3568e+00,  4.7570e-03, -1.8364e+00, -2.9020e-01,  1.2893e+00,\n",
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       "         -8.9770e-01, -3.1970e+00,  3.0615e+00,  1.0499e+00,  3.9366e+00,\n",
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       "          1.8719e+00, -3.5817e+00,  2.2822e+00,  9.3740e-01,  9.2812e-01,\n",
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       "         -4.3936e+00, -1.1501e+00, -2.9088e+00, -1.5929e-01,  1.6829e+00,\n",
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       "         -4.3728e-01, -2.0123e+00, -1.0559e+00,  5.0864e+00,  1.3923e+00,\n",
       "          2.3558e+00,  4.2213e-01, -9.8357e-01, -2.0931e-01, -1.0706e+00,\n",
       "         -9.9245e-01,  2.2038e+00, -2.3065e+00, -1.1122e+00, -3.3580e-01,\n",
       "         -2.8587e+00, -2.7033e+00, -2.6443e+00, -8.1782e-01,  5.8708e+00,\n",
       "         -8.0612e-02, -1.0736e+01, -1.9985e+00,  1.9949e+00, -2.5548e+00,\n",
       "         -9.1453e-01, -1.5629e+00,  2.1012e+00, -8.2560e+00, -3.8721e+00,\n",
       "         -1.8774e+00,  5.2072e-02, -2.4733e+00, -1.8998e-01,  4.6758e+00,\n",
       "         -2.5861e+00, -5.0627e+00,  7.2037e-01,  3.5414e+00, -3.1350e+00,\n",
       "          2.1972e+00,  1.5223e+00, -3.7808e-01, -3.0888e+00,  4.0653e+00,\n",
       "         -3.5267e+00,  1.4563e+00,  1.5016e+00,  3.7492e+00,  1.6685e+00,\n",
       "          3.7161e+00,  3.6738e-01,  1.3094e+00,  1.4065e+00, -6.9758e-01,\n",
       "          4.2642e-02,  3.1731e-01,  2.9261e+00,  1.4479e-01,  1.0519e+00,\n",
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       "         -1.6104e-01, -2.7158e+00, -1.1838e+00, -2.1571e+00,  1.4842e+00,\n",
       "         -4.5189e-01, -4.2252e+00,  2.2239e-01, -2.5445e+00, -2.1392e+00,\n",
       "         -1.5148e+00, -2.5131e+00, -1.0090e-01,  2.2766e+00,  4.1164e-01,\n",
       "         -2.3411e+00,  1.1015e+00,  1.9870e+00,  6.5460e-02,  8.4759e-02,\n",
       "         -4.9673e-01, -3.6541e-01,  9.2040e-01, -6.4189e-01,  1.1518e+00,\n",
       "          1.6396e+00,  1.8013e-01,  9.5866e-01,  6.2574e-01,  7.1590e-01,\n",
       "         -2.3382e-01, -9.9289e-01,  1.4807e+00,  3.5945e-01,  1.3283e+00,\n",
       "          2.4212e+00, -3.6399e+00, -1.5898e+00, -2.4279e+00,  3.1816e-01,\n",
       "         -1.0233e+00,  1.3606e+00, -5.7810e+00, -3.4928e+00,  3.9637e+00,\n",
       "          7.1390e-01,  2.3547e-01,  3.2350e-01,  3.8184e+00, -8.3156e-01,\n",
       "         -2.1109e+00, -7.3905e-02, -5.0073e+00, -8.6470e-01,  2.7928e+00,\n",
       "          2.8953e+00,  1.5234e-01,  1.9224e+00, -1.1061e+00, -5.3931e+00,\n",
       "         -4.3758e+00, -1.8681e-01, -2.2550e+00,  1.2475e+00, -6.5491e-01,\n",
       "         -3.6516e+00, -1.1487e+00,  2.0563e+00,  6.1995e-02, -2.5792e-01,\n",
       "          1.4509e+00, -2.8000e+00,  6.5364e-01, -3.4344e+00, -1.3559e+00,\n",
       "         -2.8751e+00, -3.4245e+00, -2.2253e+00, -1.2454e+00, -1.5208e+00,\n",
       "         -4.8323e-01,  1.4337e+00,  3.6765e+00, -1.9949e+00, -3.3839e-01,\n",
       "         -3.2730e+00, -1.0128e-01,  2.7343e+00, -1.2872e+00,  3.3580e-01,\n",
       "          6.9827e-01, -1.2345e-02, -3.0768e-01, -2.8651e+00,  1.4314e-01,\n",
       "         -3.8908e+00, -5.5582e-01,  9.4649e-01, -3.1530e+00, -3.1672e-01,\n",
       "         -1.6616e+00, -4.1650e+00, -1.0890e+00,  2.3226e+00,  1.5606e+00,\n",
       "         -2.1770e+00, -2.1529e+00,  1.4068e+00,  1.3769e-02, -2.1702e+00,\n",
       "         -5.2922e-02,  2.2312e+00,  2.2181e+00, -3.5627e+00, -5.8695e+00,\n",
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       "         -1.0440e+00, -1.7878e+00,  1.8774e+00,  2.3719e+00,  4.6753e-01,\n",
       "          4.9847e+00, -1.1356e+00, -1.4350e+00,  1.4601e+00, -2.0894e+00,\n",
       "          3.8461e+00,  3.5879e+00,  1.1806e+00,  1.9395e+00,  3.4833e+00,\n",
       "          3.7709e+00,  7.9758e-01, -4.5948e+00,  1.6236e+00,  4.0236e+00,\n",
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       "          7.3155e-01, -2.1733e+00,  2.0243e+00,  2.8348e-01, -1.2739e+00,\n",
       "         -3.3892e-01, -4.4247e+00,  3.3703e+00, -4.9871e-02,  1.8550e-01,\n",
       "          3.9040e+00, -2.2036e+00,  1.5880e+00,  1.4760e-03,  1.6151e+00,\n",
       "          1.9292e+00,  2.2695e+00, -1.9560e+00,  2.5398e+00,  2.5698e+00,\n",
       "         -1.2464e-01, -2.0522e+00,  4.1212e+00, -2.7410e+00,  2.1969e+00,\n",
       "          1.6916e+00,  2.0343e+00,  1.8861e+00, -2.5658e-01,  2.0412e+00,\n",
       "         -1.2085e+00,  1.9698e+00,  4.4868e+00,  1.0941e+00,  1.7005e-01,\n",
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       "         -1.7039e+00, -2.6700e+00,  1.4435e+00, -3.1447e-01, -1.7207e+00,\n",
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       "         -8.1734e-01,  2.2116e+00,  2.0216e+00, -2.1971e+00, -1.6273e+00,\n",
       "         -1.9065e-01, -1.3381e+00, -5.0603e-01,  4.3323e+00,  3.3840e-01,\n",
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       "         -1.8782e+00, -1.0596e+00,  1.8124e+00, -4.8538e-01,  2.0768e+00,\n",
       "         -7.7927e-01, -1.3774e-01, -3.5400e+00, -2.9064e+00,  1.7216e+00,\n",
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       "         -1.9402e+00,  4.7458e+00,  7.2007e-02,  3.4925e+00, -7.6352e-01,\n",
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       "         -4.1749e+00,  3.1784e+00,  2.1945e+00,  1.4246e+00, -2.2772e+00,\n",
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       "         -2.5085e+00, -3.1189e+00, -1.9713e+00,  3.5648e+00,  1.7803e+00,\n",
       "         -1.1883e+00,  1.4672e+00, -2.3090e+00,  1.4171e+00,  6.2202e-01,\n",
       "         -4.3156e+00, -1.8037e+00,  3.2442e-01,  3.9970e-01, -1.2718e-01,\n",
       "          5.3266e-01,  3.4328e+00,  1.4071e+00, -2.9180e+00,  1.5520e+00,\n",
       "          5.5492e+00, -1.8862e+00, -2.3131e+00, -5.2902e-01, -3.2377e+00,\n",
       "          2.5118e+00, -1.6796e+00, -9.9907e-01, -1.2805e+00,  2.4026e+00,\n",
       "         -2.0544e+00,  8.2387e-01, -2.2401e+00,  8.1619e-01,  4.6641e-01,\n",
       "         -3.3008e-01,  5.7359e-01, -3.9840e-01,  9.6059e-01,  1.3982e+00,\n",
       "          1.5063e+00,  1.2058e+00,  1.5119e+00,  3.6187e+00, -3.5653e+00,\n",
       "         -2.8176e+00,  2.9736e+00,  3.4543e+00,  8.7196e-01, -1.2845e+00,\n",
       "          1.8781e+00, -1.8936e+00,  9.2722e-01]),\n",
       " tensor([ 5.9298e-01, -3.9158e+00,  2.1242e+00,  7.3510e-01, -9.4505e-01,\n",
       "          1.6530e-01, -1.1804e+00,  1.3989e-01, -2.8959e+00,  1.1918e+00,\n",
       "          1.3230e+00,  1.4699e+00, -2.3623e+00, -7.5846e-02,  4.9084e-02,\n",
       "          3.3157e+00, -5.2695e-01,  1.0123e+00,  3.4599e+00,  1.7740e-02,\n",
       "         -1.1199e+00,  1.3609e+00, -2.3391e+00, -2.8443e-01,  4.7023e-01,\n",
       "          9.6737e-01, -1.8982e+00, -3.4253e-04, -5.6706e+00, -2.7333e+00,\n",
       "          7.3665e-01,  5.9944e+00,  5.3836e-01, -5.8599e-01, -3.9745e+00,\n",
       "          8.9295e-01, -2.1108e-01, -1.7549e+00, -6.1773e-01,  1.2540e-02,\n",
       "         -6.9950e-01, -7.4789e-01, -1.6567e-01, -3.1828e+00,  1.8482e+00,\n",
       "         -1.9569e+00,  1.0087e+00,  3.3517e-01,  2.2058e+00, -2.8449e+00,\n",
       "         -5.1121e+00,  2.4011e-03,  6.2644e+00, -1.4223e+00,  2.2195e+00,\n",
       "          2.1816e+00, -2.5741e+00, -7.0792e-01,  1.3132e+00, -1.1587e+00,\n",
       "         -1.3336e+00, -1.2063e+00, -1.0436e+00,  1.3830e+00, -8.4569e+00,\n",
       "          2.7010e+00, -1.1153e-01,  1.0188e+00, -2.9269e+00,  2.3402e+00,\n",
       "          2.5618e+00,  3.1838e+00, -2.0734e-01,  1.6837e-01, -6.1914e-02,\n",
       "         -4.3844e+00, -5.9407e+00,  7.4447e-01,  4.3987e+00, -4.2483e-01,\n",
       "          3.2231e+00, -9.5272e-02,  1.4309e+00,  5.2288e+00,  7.4524e-01,\n",
       "         -2.1225e+00, -2.8572e-01,  4.7848e+00, -3.9396e+00,  5.0326e+00,\n",
       "         -1.3613e+00, -1.0126e-01, -1.5120e+00,  3.7230e+00,  6.7155e-01,\n",
       "         -6.9013e-01, -8.1303e-02,  1.8088e+00,  2.9685e+00,  2.3228e+00,\n",
       "         -2.4891e-01, -4.8759e-02,  4.3441e-01, -3.8273e+00,  1.1637e+00,\n",
       "         -9.5703e-01, -2.2417e+00, -2.6030e+00,  7.4908e-01,  3.8921e+00,\n",
       "         -5.5704e-01,  1.4675e+00, -4.8905e-01, -3.4861e+00, -6.3866e-01,\n",
       "         -1.2300e+00,  1.0851e-01,  4.1326e+00, -2.7806e+00,  1.8925e-01,\n",
       "          3.7448e+00, -4.4853e-01, -2.7189e+00, -3.3729e-01, -1.1452e+00,\n",
       "         -1.7905e+00, -1.8078e+00,  1.7042e+00,  1.4853e+00,  7.1698e-01,\n",
       "          2.1697e+00,  1.2199e+00, -1.8424e+00, -3.2466e+00,  1.2362e+00,\n",
       "         -8.2254e-01,  4.7676e-01, -1.9122e+00, -4.6614e+00,  1.5495e-01,\n",
       "         -1.5808e+00,  1.8950e+00,  1.5151e+00,  5.4518e+00,  3.2869e+00,\n",
       "         -1.0455e+00, -2.8587e+00,  1.9007e+00, -5.1863e-01,  9.4723e-01,\n",
       "          6.1720e-01,  2.8051e-01,  4.9089e-01,  4.4594e+00, -3.6035e+00,\n",
       "         -2.5783e+00,  1.7862e+00,  7.1378e+00,  2.9376e+00,  1.7480e+00,\n",
       "         -9.3055e-01, -3.8532e+00,  1.8710e+00,  4.6160e+00,  6.9104e-01,\n",
       "          4.5359e-01, -1.1254e+00,  2.2890e+00,  3.8391e-01, -6.3302e-01,\n",
       "          9.2422e-01,  2.9195e+00, -3.4419e-02,  9.3799e-01,  2.9802e-01,\n",
       "         -9.8092e-01,  1.6831e+00,  3.9961e-01, -3.2515e+00,  4.5413e-01,\n",
       "         -1.9609e-01, -2.0114e+00, -5.8799e-01, -1.0961e-02, -3.5900e+00,\n",
       "          5.3953e+00, -6.3986e+00, -3.2415e+00,  3.2502e+00, -3.3833e-01,\n",
       "         -2.8559e+00,  5.6349e+00, -2.0241e+00, -3.1477e+00,  1.6372e+00,\n",
       "         -2.5660e+00, -7.1853e-02, -1.4260e+00, -5.4350e-01, -2.1809e+00,\n",
       "          4.1504e-01, -8.2200e-01,  1.1429e+00,  1.1182e+00,  1.2068e-01,\n",
       "          1.1746e+00,  1.5676e+00,  6.0918e-01, -2.1024e+00,  8.9882e-01,\n",
       "         -1.3553e+00, -4.7942e-01, -1.4997e+00,  6.8972e-01,  7.0117e-01,\n",
       "         -2.2427e+00,  9.1065e-01,  2.6961e-02,  1.7582e+00, -3.5881e+00,\n",
       "          2.0254e+00,  3.5519e-02,  2.5340e+00,  4.9979e-01, -3.2735e+00,\n",
       "          1.7871e+00,  6.6665e-01, -7.2041e+00, -1.7793e+00,  2.1316e+00,\n",
       "         -6.4690e-01,  1.3280e+00,  2.3207e+00,  6.9560e-01,  7.5933e-01,\n",
       "          3.4804e+00,  1.9538e+00, -6.6122e-01, -3.4419e+00, -2.1884e+00,\n",
       "         -1.8508e-01, -2.6379e+00,  1.4152e+00,  3.2805e+00,  2.3593e+00,\n",
       "         -3.1118e+00, -1.1630e+00, -2.1628e+00, -3.3398e+00, -5.5754e+00,\n",
       "          4.3408e-01, -6.9419e+00,  4.9602e-01, -5.6760e-01, -1.4979e+00,\n",
       "         -2.2659e+00, -1.1830e+00,  8.3101e-01,  2.4514e+00, -1.7628e+00,\n",
       "          4.9882e+00, -2.6007e+00,  8.5046e-01, -2.4366e+00, -2.5517e+00,\n",
       "         -6.4342e+00, -6.5067e-01,  9.9188e-01, -5.1496e-01, -1.0429e+00,\n",
       "         -2.8813e+00, -3.1442e+00,  2.4614e+00,  5.1217e+00, -7.9076e-01,\n",
       "          1.5009e+00,  5.5298e+00,  2.3963e+00,  3.7485e-01, -4.2285e+00,\n",
       "         -1.2632e+00,  1.8843e+00, -2.6546e+00, -1.1828e+00,  1.4861e+00,\n",
       "          7.9562e-01,  3.4112e+00,  7.5282e-02,  1.7634e+00, -1.9695e+00,\n",
       "          1.9109e+00, -8.7932e-01, -4.6641e+00,  3.5232e-02,  5.3103e-01,\n",
       "          2.1217e+00, -1.3147e-01,  1.3430e+00,  3.1668e-01,  1.5348e-01,\n",
       "          1.0776e-01,  1.5474e+00,  4.2453e+00,  4.5871e+00,  2.1324e+00,\n",
       "          2.8810e+00,  1.8199e-01, -1.6108e+00, -1.3836e+01, -6.8691e-01,\n",
       "          5.7617e-01, -1.9472e+00,  3.0856e+00,  2.6379e+00,  2.3513e+00,\n",
       "         -5.3142e-01, -1.2094e+00, -1.0846e-01,  2.1500e+00, -3.6870e+00,\n",
       "          3.1410e-01, -4.5976e+00,  3.3114e+00,  1.5532e-01, -2.2250e+00,\n",
       "         -2.7003e+00,  1.9267e+00, -1.4532e+00,  4.5952e+00,  5.3201e-01,\n",
       "          1.7374e+00,  1.2221e-01, -2.1902e-01, -2.2652e+00, -1.5562e+00,\n",
       "         -4.7995e+00,  7.7048e-01, -2.9529e+00,  2.3772e+00, -8.2097e-01,\n",
       "          2.0906e+00, -2.6776e+00, -6.9365e-01, -1.1083e+00,  5.0318e-01,\n",
       "         -2.1283e+00, -3.1085e+00, -6.6678e-01,  1.9938e+00, -6.5921e+00,\n",
       "          3.5312e-01,  1.4608e+00,  2.2311e+00, -1.7591e+00,  1.5376e+00,\n",
       "         -1.9806e+00, -1.2723e+00,  2.2648e+00, -1.5667e+00,  2.0014e+00,\n",
       "          8.1244e-01, -2.2994e+00, -3.4606e+00,  3.0072e+00,  2.4599e+00,\n",
       "         -7.9421e-01,  1.9544e-02,  3.5492e+00, -1.6783e-01, -1.6875e+00,\n",
       "         -3.3161e+00, -2.2344e+00, -5.7797e-01, -1.9983e+00, -4.6112e+00,\n",
       "         -4.6560e+00, -5.6274e+00, -1.1133e+00,  2.3351e+00,  2.6762e+00,\n",
       "          2.8199e+00, -8.0316e+00,  7.2840e-01,  1.0870e+00,  1.0691e-01,\n",
       "         -1.8729e+00, -1.6625e+00, -5.1158e-01,  9.5834e-01, -4.3514e+00,\n",
       "         -4.0137e+00,  1.3769e+00, -4.6231e-01, -4.9956e-01, -5.7931e-01,\n",
       "         -4.4912e+00, -2.6742e+00,  1.7264e+00,  2.7584e+00,  5.5550e-01,\n",
       "          1.1618e+00, -4.1336e-01,  9.3686e-01, -4.0564e-01,  1.7646e+00,\n",
       "         -1.5554e+00, -1.1710e+00, -1.1527e-01,  1.7159e+00,  6.2284e+00,\n",
       "          2.8194e-01, -8.4562e-01,  1.0355e+00,  1.6853e+00, -8.7929e-01,\n",
       "          2.8936e+00,  1.0149e+00,  2.4311e+00,  7.3999e-01,  5.7746e-01,\n",
       "          5.7629e+00,  1.1568e+00, -1.6130e+00, -2.8486e+00,  4.0013e-01,\n",
       "          1.0326e+00, -7.4211e-01,  1.8675e-01, -6.8280e-01,  2.2382e+00,\n",
       "         -1.8909e+00, -3.5992e+00, -3.4190e+00,  7.2357e-01,  1.6534e+00,\n",
       "          2.0523e+00,  9.1725e-01, -1.8588e+00, -3.9650e+00,  1.7579e+00,\n",
       "         -1.4653e+00, -8.5234e-01, -7.3157e-01,  3.1221e+00, -1.7764e+00,\n",
       "         -7.0960e-01, -8.3320e+00, -1.4557e-01,  3.5364e+00,  4.6490e-01,\n",
       "          5.1414e+00,  8.3212e-01, -1.1706e+00, -1.2053e-01, -3.1401e-01,\n",
       "          3.4674e+00, -2.8144e+00,  1.5700e+00,  2.6444e+00, -4.5099e-01,\n",
       "          5.4993e-01, -3.3790e+00, -1.8942e+00,  5.3070e+00,  2.6367e-01,\n",
       "          1.2446e+00,  1.0756e+00, -7.9342e+00, -3.6738e+00,  1.1276e-01,\n",
       "          1.7542e+00,  1.6695e+00, -4.0666e-02,  3.7151e+00,  9.6902e-01,\n",
       "         -3.9141e+00,  3.4816e+00, -9.9180e+00, -1.4996e+00,  7.2348e-01,\n",
       "         -4.3949e+00, -1.9632e-02,  2.5036e+00,  4.4026e+00, -1.3280e+00,\n",
       "         -3.0284e+00,  1.7131e+00,  2.5953e+00, -3.1253e+00, -2.4967e+00,\n",
       "          2.6611e-01,  4.1671e-02,  1.0121e+00, -5.2117e-01,  1.6975e+00,\n",
       "         -1.6206e+00, -4.5227e-01,  8.2947e-01, -3.9297e+00, -1.9542e-01,\n",
       "         -1.1774e+00, -6.7624e+00, -9.8982e-01,  1.3199e+00,  1.4958e-01,\n",
       "         -4.4025e+00, -1.9250e+00,  5.8706e+00, -1.9399e+00,  1.2898e+00,\n",
       "         -4.0698e+00,  4.0108e+00,  2.6798e+00,  2.9164e+00,  8.4263e-01,\n",
       "          1.4001e+00, -2.8820e+00, -1.3714e+00, -3.8508e+00, -3.1200e+00,\n",
       "         -2.9940e+00, -6.3248e-01,  1.9023e+00, -4.9369e+00, -8.5401e-01,\n",
       "         -6.1732e+00, -6.2275e+00,  1.9292e-01,  6.0167e+00, -1.0636e+00,\n",
       "          2.8735e-01,  5.1694e-01,  3.7808e+00,  3.0818e-01,  1.0365e+00,\n",
       "         -8.1893e-01,  2.8828e+00, -1.4609e+00, -4.6508e+00, -8.5036e+00,\n",
       "          2.3107e+00, -2.2238e+00, -4.9361e+00,  1.9555e+00, -3.7289e+00,\n",
       "          8.0652e-01, -3.5212e+00, -4.8982e+00, -1.2120e+00, -6.3089e-01,\n",
       "          1.3267e+00,  2.5366e+00,  1.7002e+00,  3.7958e+00, -3.1460e+00,\n",
       "          8.3792e-01,  1.1300e+00, -1.8547e+00, -2.9942e+00, -5.9430e-01,\n",
       "         -1.6190e-01, -2.2692e+00,  1.9497e+00,  2.9070e+00, -6.0515e-01,\n",
       "          1.1966e+00,  1.3166e+00, -6.0478e-01,  3.6715e+00, -3.7869e-01,\n",
       "          7.0538e-01,  3.0821e+00, -1.5154e+00,  1.7179e+00, -2.6060e-01,\n",
       "         -9.2265e-01, -1.1051e+00, -1.1156e+00,  3.5123e+00, -4.8414e+00,\n",
       "         -5.8913e-01,  1.4508e+00, -8.5716e-01,  1.3360e+00, -2.3441e+00,\n",
       "          2.2052e+00, -2.5631e+00,  5.3294e+00, -2.6846e-01,  1.6200e+00,\n",
       "         -2.5401e+00,  2.8993e-01, -6.1549e-01,  4.5814e-01,  1.9777e+00,\n",
       "          4.1434e+00,  4.4830e-01, -3.8337e+00,  1.3282e-01,  3.3571e+00,\n",
       "          2.6899e+00, -1.5077e+00,  9.4709e-01,  4.5753e+00,  3.1618e+00,\n",
       "          1.2515e+00, -1.8435e-02,  4.8842e+00, -4.2947e+00, -1.9188e-01,\n",
       "         -1.9470e-01,  2.4097e+00, -1.1755e-01, -2.7343e-01, -2.1154e+00,\n",
       "          9.9095e-02, -1.4968e+00, -9.9781e-02,  6.7298e-01, -6.4713e-01,\n",
       "         -1.8347e+00,  3.1612e+00, -1.2912e-01,  1.3398e+00,  2.3560e+00,\n",
       "          1.9175e-01, -2.3175e+00,  1.5737e+00,  5.0587e-01,  1.1974e+00,\n",
       "          1.6104e+00, -1.9916e+00,  2.1859e+00,  7.5878e+00,  1.1668e+00,\n",
       "         -2.3680e+00, -1.0768e-01,  1.8665e+00, -3.2985e+00,  1.2580e+00,\n",
       "         -3.7419e-02,  4.7646e-01, -6.6147e-01,  1.8814e+00,  4.5472e-01,\n",
       "          1.5460e+00, -2.5882e+00,  1.8904e-01, -3.4576e-01, -1.4584e+00,\n",
       "          2.7705e-01,  2.5157e+00,  2.6361e+00,  2.2999e+00,  5.8784e-02,\n",
       "          2.4425e+00,  6.2281e+00,  5.0038e-01, -1.6169e-01, -3.8565e-01,\n",
       "          5.3239e-01, -6.5191e-01,  1.0458e+00,  2.9760e-01,  3.1461e+00,\n",
       "          5.4153e-01,  3.7575e-01, -1.2783e-02, -4.7305e+00,  1.0413e+00,\n",
       "         -1.7508e+00, -1.3176e+00, -1.5715e+00, -2.8388e+00,  3.2357e+00,\n",
       "         -3.1123e-01,  1.7402e+00, -2.1544e+00,  8.3871e-01,  4.1874e+00,\n",
       "         -7.9105e-01,  3.4526e-01,  2.9313e+00,  4.5534e-02, -3.1058e+00,\n",
       "          8.9241e-01,  3.7136e+00,  2.7302e-01, -4.7675e+00, -3.0572e+00,\n",
       "          1.1235e+00, -1.3812e+00, -1.0744e+00, -2.2828e+00,  6.4443e-01,\n",
       "         -1.6455e+00, -4.0038e-01,  1.1116e+00, -4.4594e-01,  9.3183e-01,\n",
       "          4.0197e+00, -8.8177e-01,  7.8247e-01,  3.5919e+00, -2.0081e+00,\n",
       "          3.1465e-01, -6.3762e-01, -8.1882e-01, -2.5464e+00,  2.4541e-02,\n",
       "         -1.4189e+00, -1.9466e+00, -2.6467e+00,  9.1914e-01,  2.7294e-01,\n",
       "          1.6158e+00,  2.4749e+00,  3.5485e+00, -2.6789e-01,  3.4326e+00,\n",
       "         -3.9325e-01, -1.3429e+00, -2.2030e-01, -2.1150e+00,  2.9344e+00,\n",
       "         -6.5553e+00, -1.4649e+00, -1.1584e+00, -1.3727e+00,  1.1567e+00,\n",
       "          1.3555e+00,  1.3329e+00, -4.8558e-01, -2.9937e+00, -3.1706e+00,\n",
       "          4.4695e+00, -1.5358e+00, -2.8365e+00,  1.3459e+00, -3.5836e+00,\n",
       "          2.2408e+00, -2.0799e+00, -1.6927e+00, -1.4328e+00,  2.0242e+00,\n",
       "         -2.9342e+00, -4.1596e+00, -4.9337e+00,  2.1010e+00,  2.3444e+00,\n",
       "          5.0019e+00,  7.9348e-01,  8.2663e-01,  1.8299e+00,  1.2310e+00,\n",
       "         -6.2100e-01,  1.0623e+00,  1.9619e+00,  3.3954e+00, -7.9431e-01,\n",
       "         -4.7710e-01, -2.4048e+00, -4.1233e-01, -1.8306e-01, -6.0516e+00,\n",
       "          4.0547e+00, -1.4188e-01, -1.5025e+00]),\n",
       " tensor([ 1.1483e+00,  1.9009e+00,  1.5758e+00,  2.1436e+00, -3.4104e+00,\n",
       "          1.7408e+00,  2.5398e+00,  3.0555e+00, -2.0921e+00, -2.1110e-01,\n",
       "          9.0698e-01,  7.0235e-01, -1.9248e+00,  4.4413e-02, -1.6518e+00,\n",
       "          3.7462e+00,  6.8229e-01, -8.5380e-01,  2.2155e+00,  1.6224e+00,\n",
       "         -3.6899e+00,  2.9885e-01, -5.5402e+00, -1.4565e+00,  1.8405e+00,\n",
       "         -2.0124e+00, -1.5515e+00, -6.4648e-03, -3.2036e+00, -1.2379e+00,\n",
       "          4.8337e+00,  3.5408e+00, -2.7810e+00, -1.9420e+00,  1.2866e+00,\n",
       "          5.5157e-01,  5.4423e-01, -8.6686e-01, -8.5669e-01, -4.3149e-01,\n",
       "         -2.8780e-01, -1.3648e-01,  1.2919e+00, -4.8587e+00, -3.4455e-02,\n",
       "         -4.3077e+00, -6.8575e-01, -6.1273e-01,  4.3376e+00,  3.7882e-01,\n",
       "          9.1715e-01,  7.9814e-01,  5.6938e+00, -2.2766e+00, -2.3529e-02,\n",
       "          3.2296e+00, -4.4339e+00, -9.6689e-01, -4.0585e-01,  1.7606e+00,\n",
       "         -4.0572e+00, -1.7986e+00,  8.1443e-01,  2.5975e+00, -2.1988e+00,\n",
       "          2.3070e+00, -4.8392e-01,  1.5473e+00,  2.1484e+00,  2.2897e+00,\n",
       "          7.4479e-01, -2.3133e+00, -1.0629e+00, -9.8985e-01, -3.8850e-01,\n",
       "         -5.0355e+00, -4.6768e+00,  1.2234e+00,  5.9195e-01, -2.1448e+00,\n",
       "          1.6875e+00, -6.8731e-01,  4.3007e-01,  2.8530e+00,  6.0711e-01,\n",
       "          3.9865e-01, -2.9122e-01,  2.8250e+00, -2.3771e+00,  1.0605e+00,\n",
       "          1.7149e+00, -8.7761e-02,  2.5955e-01,  2.9028e+00, -1.3759e+00,\n",
       "         -2.5248e+00, -3.2663e+00,  3.2910e+00,  1.7443e+00,  6.3936e+00,\n",
       "          1.8861e+00, -3.3804e+00, -1.1569e+00, -2.8471e+00,  2.7966e+00,\n",
       "          8.0620e-01, -8.9817e-01,  6.7163e-01,  2.3908e+00,  1.7011e+00,\n",
       "          2.2428e-01, -2.1930e+00,  5.2912e-01, -2.3278e-01,  1.8307e+00,\n",
       "          1.9351e+00,  2.3282e+00, -2.3227e+00, -6.5171e-01,  1.0152e+00,\n",
       "          3.0637e+00,  2.8496e-01, -1.9314e+00, -1.8679e+00,  8.8735e-01,\n",
       "         -9.5545e-01, -2.5480e+00, -3.9668e-01,  3.1757e+00,  4.6959e-01,\n",
       "         -1.0103e+00,  1.8489e+00, -1.2007e+00, -6.4235e+00,  9.2639e-01,\n",
       "          2.7851e+00,  4.7857e+00, -3.7890e+00, -6.3638e+00, -6.8483e-01,\n",
       "         -3.1558e+00, -1.0741e-01,  1.0913e+00, -2.3511e+00,  3.0379e+00,\n",
       "         -1.9625e+00, -4.1042e+00,  2.8977e+00,  1.2916e+00,  5.4506e+00,\n",
       "          7.2071e-01, -1.4858e+00,  1.9530e+00,  1.5853e+00, -3.0215e+00,\n",
       "          6.1202e-01, -1.4814e+00,  5.1242e+00,  8.5905e-01, -9.2788e-01,\n",
       "         -1.0406e+00, -2.7818e+00,  1.6626e+00,  3.2868e+00, -1.1096e+00,\n",
       "          5.7207e-01, -2.5447e-01, -4.8555e-01,  3.6254e+00, -1.4297e+00,\n",
       "         -2.6446e-01,  1.1326e+00,  3.0022e+00, -2.0170e+00,  1.9716e+00,\n",
       "         -1.7100e+00, -8.7770e-01,  6.9988e-01, -2.1756e+00,  1.0151e+00,\n",
       "          5.7134e-02,  4.7500e+00, -4.4485e-01, -4.2437e+00,  1.5779e+00,\n",
       "          2.9886e+00, -3.5830e+00, -1.3022e+00,  1.5648e+00, -3.4824e+00,\n",
       "         -9.9399e-01,  4.8106e+00,  1.1990e+00, -2.4776e+00,  2.6956e+00,\n",
       "         -2.0920e+00,  1.5498e+00, -2.6878e+00, -3.2756e+00, -2.0210e+00,\n",
       "          2.8575e+00, -6.7462e-01,  1.0181e+00,  1.1232e+00,  3.1682e-01,\n",
       "          1.1692e-01, -1.9861e+00, -2.1548e-01, -5.0405e+00,  1.8456e+00,\n",
       "         -3.5956e+00,  2.6891e+00, -1.2171e+00, -6.9047e-01, -4.4927e-01,\n",
       "         -5.5734e-01,  4.3559e-01, -3.1418e+00,  2.7390e+00, -2.8028e+00,\n",
       "          3.6208e+00, -3.0603e+00, -2.1277e+00, -1.3287e+00, -2.5983e+00,\n",
       "          1.8811e+00,  1.0664e+00, -2.5535e+00, -1.0258e+00,  2.7220e+00,\n",
       "         -1.0203e+00,  2.3285e+00, -2.9258e-01,  2.9725e-01,  2.7398e+00,\n",
       "          4.1100e+00,  1.2488e+00,  1.7751e+00,  1.1295e+00,  1.7530e+00,\n",
       "         -3.3958e+00, -2.4683e+00, -1.7253e+00,  3.4303e+00,  1.3966e+00,\n",
       "         -3.1786e+00, -8.9773e-01, -1.2019e+00, -3.6700e+00, -2.0833e+00,\n",
       "         -5.2517e-01, -8.0874e+00, -2.5180e+00, -1.7075e-01,  1.9181e+00,\n",
       "         -2.2571e+00, -5.5083e+00, -4.4490e-01,  4.4058e-02,  1.0310e+00,\n",
       "          1.8266e-01,  4.6414e-01,  3.7483e+00, -1.9701e-01, -2.9231e+00,\n",
       "         -3.5314e+00,  1.1992e+00, -6.3708e-03,  1.4676e+00, -5.9877e-01,\n",
       "         -4.4614e+00, -1.7157e+00,  3.7348e-01,  2.6740e+00, -1.6386e+00,\n",
       "          2.0048e+00,  4.2106e+00,  2.1659e+00, -2.1175e+00, -2.5227e+00,\n",
       "          3.6881e+00, -5.9531e-01, -1.2186e+00,  2.9757e-01, -1.3680e-01,\n",
       "          6.9483e-01,  3.9172e+00, -6.7398e-01,  2.5489e+00, -9.1313e-01,\n",
       "          2.2730e+00, -8.8032e-01, -2.3856e+00, -6.0068e-01,  3.1028e+00,\n",
       "          3.0543e-01,  7.1914e-01,  1.1152e-01,  2.1578e+00, -7.6263e-01,\n",
       "          1.8979e+00, -2.7216e-01,  2.7932e+00,  3.3720e-01,  3.6630e+00,\n",
       "          4.7482e+00,  4.0411e-01, -1.8631e+00, -3.1827e+01,  7.3294e-01,\n",
       "          2.0340e+00, -4.8043e-01,  2.5320e+00, -9.4139e-01,  2.9805e+00,\n",
       "         -3.3228e-02, -7.4977e-01,  1.3571e+00, -1.8253e+00, -3.5251e+00,\n",
       "          4.6741e+00, -1.5302e+00, -3.6204e-01,  6.5819e-02,  8.5139e-01,\n",
       "         -6.0107e-01, -1.1495e+00, -7.0111e-01,  3.5200e+00,  1.9320e+00,\n",
       "          1.7483e-01, -2.9344e+00, -2.1776e+00,  6.5797e+00, -1.0376e+00,\n",
       "         -2.4338e+00, -3.0766e+00, -1.6110e+00,  1.9611e+00, -5.9537e-01,\n",
       "          8.9274e-01, -2.8910e+00, -2.1642e+00, -3.0324e+00,  4.9427e-01,\n",
       "         -2.9096e+00, -2.4181e+00, -1.8246e+00,  2.0552e+00, -6.0290e+00,\n",
       "          2.3930e+00,  8.7223e-01,  3.1967e+00, -3.1793e-01,  9.0426e-01,\n",
       "         -9.2404e-02,  1.2756e+00,  2.4195e+00, -3.0778e+00,  8.8058e-01,\n",
       "         -7.9166e-01, -2.6470e+00, -4.0528e+00,  1.8036e+00, -7.5846e-01,\n",
       "         -3.0377e+00,  1.1005e+00, -1.3021e+00, -5.6276e-01, -2.4832e-01,\n",
       "          1.6253e-01,  1.7113e+00, -1.1710e+00, -8.4299e-01, -2.1804e+00,\n",
       "         -4.2084e+00, -3.4527e+00,  2.5623e+00,  1.0978e+00,  2.3830e+00,\n",
       "          1.5447e+00, -8.3777e+00, -3.3614e-01,  2.7568e+00,  4.9174e-01,\n",
       "         -2.2062e+00, -2.1314e+00,  4.9411e+00, -2.4871e+00, -5.2946e+00,\n",
       "          4.7766e-01,  3.9016e-01,  1.5572e-01, -2.5496e+00,  5.0583e+00,\n",
       "          1.0119e+00, -1.0633e+00,  4.1743e-02,  6.2980e+00, -6.2431e-01,\n",
       "          6.1684e-01, -3.0787e+00,  6.3383e-01, -1.0533e+00,  3.2732e+00,\n",
       "          1.6650e-01, -1.0474e+00,  1.3873e+00,  2.2930e+00,  3.0282e+00,\n",
       "          2.3510e+00,  1.5003e+00,  9.3929e-01,  9.0835e-01, -3.9077e-01,\n",
       "          1.7165e+00, -1.3780e+00, -6.4473e-01, -2.5631e-01, -1.2596e-01,\n",
       "          5.1919e+00,  2.3061e+00, -2.2468e+00, -4.0809e+00,  6.6745e-01,\n",
       "          4.4912e+00, -2.8067e+00,  1.9421e+00,  6.6768e-01,  2.3017e+00,\n",
       "          4.1094e-01, -5.4100e+00,  7.4829e-01, -6.3366e-01,  9.6835e-01,\n",
       "          3.3830e+00, -3.4534e+00, -1.2878e+00, -6.3047e-01, -3.0228e+00,\n",
       "          1.4224e+00, -9.4219e-01, -3.0823e+00,  2.2887e+00, -1.2226e+00,\n",
       "         -4.7574e-01, -1.1295e+00, -1.4649e+00, -1.3308e+00, -1.2147e+00,\n",
       "          3.0761e+00,  1.2255e+00, -1.1106e+00,  1.0687e+00, -1.0807e+00,\n",
       "          1.7236e+00, -1.9129e+00,  2.5694e+00,  5.1499e+00, -2.3957e+00,\n",
       "          4.4182e+00, -2.1755e+00,  1.6329e+00,  4.8771e+00, -1.3557e+00,\n",
       "          2.6624e+00,  3.7488e+00, -2.5998e+00, -5.1582e+00,  1.5357e+00,\n",
       "         -2.0427e+00,  3.5829e-01,  2.0566e+00, -1.9738e+00,  8.7218e-01,\n",
       "         -2.9971e+00,  1.3570e+00, -2.4595e+00, -5.0379e-01, -2.3613e-01,\n",
       "          6.1892e-02,  2.2983e+00,  1.7496e+00,  7.0869e-01, -3.6397e-01,\n",
       "         -4.8845e+00, -1.0058e+00,  5.0883e-01, -2.6831e+00,  8.6052e-02,\n",
       "         -3.2718e+00, -2.5534e+00, -2.6723e-01,  5.5211e-01,  2.9825e+00,\n",
       "         -3.2609e+00, -2.2501e+00,  2.2439e+00, -2.1858e+00, -1.0273e+00,\n",
       "         -5.3681e-01, -2.6234e+00, -1.2429e+00,  3.1099e+00,  1.0866e+00,\n",
       "         -3.0232e-01, -9.9221e-01,  2.4322e+00, -4.8323e+00, -2.4068e+00,\n",
       "         -1.5143e+00,  8.1566e-01, -1.2898e+00,  1.5079e+00, -1.0026e+00,\n",
       "          2.8452e-01,  2.7318e-01, -5.9716e-01, -1.6242e+00, -2.8386e+00,\n",
       "         -3.9778e+00, -1.6683e+00,  2.3697e+00, -4.6055e+00, -3.8743e+00,\n",
       "         -3.4249e+00, -3.5879e+00, -8.2277e-01,  3.4238e+00, -1.7254e+00,\n",
       "          2.3155e+00, -2.0641e-01,  1.9358e+00,  3.0544e-01,  4.4853e+00,\n",
       "         -4.6249e-01,  3.7893e+00,  5.3593e-01, -3.6867e+00, -6.8311e+00,\n",
       "          5.3781e-01, -6.4124e+00,  3.7087e+00, -6.7853e-01,  1.3648e+00,\n",
       "         -2.6421e+00, -1.2757e+00, -1.1033e+00, -6.2641e-02, -2.4124e+00,\n",
       "         -1.5242e+00,  9.4098e-01, -6.5395e-01,  2.4166e-01, -4.0593e-01,\n",
       "          2.3454e+00, -3.0671e+00, -1.1039e+00,  2.3520e+00,  1.3569e+00,\n",
       "          1.9126e+00, -2.3188e+00,  4.4961e-01,  2.6160e+00, -1.8386e+00,\n",
       "         -4.2699e-01, -6.9770e-01,  1.4866e+00,  2.4756e+00, -1.7985e+00,\n",
       "          1.7615e+00,  3.5569e+00, -4.8742e-01, -5.1705e-01, -2.8445e-01,\n",
       "          1.5696e+00, -7.9189e-01, -7.0424e-01, -1.2857e+00, -6.0210e-01,\n",
       "         -2.5236e+00, -1.8419e+00, -7.2061e-01,  4.4325e+00, -2.4871e+00,\n",
       "         -8.0136e-01, -2.4960e+00, -4.1840e+00, -1.2293e+00, -3.2265e+00,\n",
       "         -1.3087e+00, -1.1117e+00, -4.8664e-01, -2.6943e+00,  4.3964e+00,\n",
       "          4.2740e+00, -2.3149e+00, -3.5355e+00,  1.8661e+00,  2.5388e+00,\n",
       "          2.5326e+00, -1.4425e-01,  2.7125e-01,  1.8100e+00,  3.6035e+00,\n",
       "         -5.0231e-02, -2.3172e+00,  6.2226e+00, -1.0252e+00, -1.0853e-02,\n",
       "         -6.4836e-01,  4.0922e+00,  3.8116e+00, -6.6870e-01,  1.5047e+00,\n",
       "         -2.8424e-01, -9.3019e-02, -7.5578e-01,  1.7182e-01,  8.1388e-01,\n",
       "          7.3493e-02,  1.3403e+00, -2.3013e+00,  3.9045e+00, -1.4554e+00,\n",
       "         -2.4129e+00, -4.3160e+00,  3.7278e+00,  7.0494e-01, -1.6174e-01,\n",
       "         -1.0934e+00, -2.2567e+00,  1.3271e+00,  3.8246e+00, -4.8802e-01,\n",
       "         -1.8131e+00, -5.6137e-01,  7.7416e-01, -2.6139e+00,  3.2431e+00,\n",
       "         -2.9430e+00,  1.6218e+00, -2.5396e+00,  1.9790e+00,  3.0072e-01,\n",
       "          4.2302e-01, -3.5281e+00,  1.4190e+00, -7.5044e-01,  5.9028e-02,\n",
       "         -8.6056e-01,  2.7590e+00, -3.3370e-01,  1.5858e+00, -1.1372e+00,\n",
       "          3.9236e+00,  4.7676e+00,  1.1034e+00, -9.3067e-02, -1.9096e+00,\n",
       "         -1.2081e+00, -4.1983e+00,  1.6067e+00, -1.5686e+00,  2.9915e+00,\n",
       "          3.0957e+00,  6.9905e-01,  1.8558e+00, -1.9068e+00,  2.4007e+00,\n",
       "          9.7524e-01,  2.0573e+00, -4.2868e-01, -2.0363e+00,  2.5536e+00,\n",
       "         -5.2845e+00,  2.0731e+00, -2.0925e+00, -1.1553e+00,  4.3758e+00,\n",
       "          1.0263e+00,  6.9654e-01,  3.7109e+00,  8.4867e-01, -1.5383e+00,\n",
       "         -3.4934e+00,  1.0663e+00, -1.3631e+00, -3.2575e+00,  1.0679e+00,\n",
       "          1.8013e+00, -3.2956e+00, -7.4596e-01, -5.5344e+00,  2.0760e+00,\n",
       "         -1.2490e+00,  1.2938e+00, -1.2173e+00, -5.2250e+00,  6.3700e-01,\n",
       "          2.2729e+00, -3.1304e+00,  1.6143e+00,  2.2974e+00,  1.6713e+00,\n",
       "         -1.2304e+00,  3.3374e+00, -9.0772e-01,  1.6417e+00, -8.8221e-01,\n",
       "         -2.8887e+00, -1.3032e+00,  1.3206e+00, -3.4173e+00, -1.0145e+00,\n",
       "         -1.8508e+00,  3.6935e-01,  2.2194e+00,  9.3817e-01,  2.1744e+00,\n",
       "         -3.4729e-01,  7.4955e-01,  1.5069e+00, -3.3671e+00,  4.0382e+00,\n",
       "         -5.3049e+00,  6.7554e-03, -3.8825e-01, -3.6478e-01,  7.7390e-01,\n",
       "          1.6848e+00,  5.1229e+00, -2.3132e+00,  2.6146e+00, -1.6503e+00,\n",
       "          5.5275e+00,  9.9977e-01, -4.7572e+00,  2.3342e+00, -1.4394e+00,\n",
       "          2.3411e+00, -1.5520e+00, -1.2210e-01, -8.0614e-01, -1.7847e+00,\n",
       "         -1.2419e+00, -2.9098e+00, -5.2327e+00,  4.6245e+00,  1.3329e+00,\n",
       "         -1.3116e+00,  2.5314e+00, -1.9121e+00, -6.7311e-01,  2.4202e+00,\n",
       "         -1.5153e-01, -5.8442e-01, -1.9894e-01,  5.3449e-01, -1.9079e-01,\n",
       "         -5.3900e-01, -1.3235e+00,  2.7066e+00, -2.3098e+00,  6.9316e-01,\n",
       "          3.0908e+00, -1.2211e+00,  1.1108e+00]),\n",
       " tensor([ 1.5199e+00,  2.9360e+00,  4.3065e-01,  8.9185e-02,  2.8636e+00,\n",
       "          3.7699e-01,  3.0841e+00,  4.7261e+00, -3.3644e+00, -2.3883e+00,\n",
       "         -2.4691e+00,  3.3100e-01,  3.6870e-01,  1.5818e+00, -5.1659e-01,\n",
       "          2.4009e+00,  2.8345e-01,  1.9429e+00, -4.8880e+00, -1.3015e+00,\n",
       "          1.3317e+00, -2.2348e-01,  6.9399e-01,  1.1401e+00, -1.5603e+00,\n",
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       "         -2.1718e+00, -1.4257e+00, -2.0680e+00, -2.5810e+00,  1.6132e+00,\n",
       "         -1.3923e+00, -2.8349e+00,  1.2907e+00,  2.1503e+00,  2.4548e+00,\n",
       "         -5.6760e-01,  1.1755e-02, -2.7964e+00, -2.6460e-01, -3.5703e+00,\n",
       "          2.5888e+00, -1.1370e+00,  1.3336e+00,  2.0821e-01,  2.6699e+00,\n",
       "         -2.3724e+00,  3.2080e+00, -7.5975e-01, -2.7446e+00, -3.1825e+00,\n",
       "          1.4891e+00,  2.4770e+00, -5.0831e-01, -5.5757e+00,  2.5039e+00,\n",
       "          1.9045e+00,  7.0710e-01, -4.9188e-01, -3.6490e+00,  3.7627e-01,\n",
       "         -8.4477e-02,  1.7400e+00, -2.1853e+00,  6.0992e+00, -3.4852e-01,\n",
       "          8.9271e-01,  1.6245e+00,  8.7977e-01, -1.2029e+00, -2.4988e+00,\n",
       "         -9.7679e-01,  2.9477e+00, -7.7886e-01, -5.6398e-02, -5.7281e-01,\n",
       "          1.8566e+00, -1.4776e+00,  4.5360e+00,  1.6955e+00, -6.1142e-01,\n",
       "         -5.8861e-01, -2.7973e+00, -9.6976e-01, -2.5915e+00,  8.5628e-01,\n",
       "          1.6157e+00,  1.8608e-01, -1.9725e+00,  1.9983e-01, -1.2496e+00,\n",
       "          9.6565e-01, -1.0104e-02,  1.6065e+00, -3.7325e+00, -1.2092e+00,\n",
       "          7.7265e-02,  1.4823e+00,  1.6610e+00, -1.2601e+00, -1.9707e+00,\n",
       "         -1.4088e+00, -2.5353e+00, -2.2172e+00, -9.3322e-01, -1.8232e-01,\n",
       "          2.3866e+00,  2.7311e+00, -2.5208e+00,  2.1526e+00, -3.6852e+00,\n",
       "          2.2801e+00,  3.3151e-01,  3.2299e+00,  5.9053e-03, -2.7850e-01,\n",
       "         -4.8151e+00,  4.6713e-02, -8.5251e-01, -3.4723e+00, -2.9123e-01,\n",
       "          4.4312e+00, -3.0895e+00, -2.8017e+00, -1.8013e+00,  2.8099e-01,\n",
       "          2.7375e+00, -3.0868e-01, -8.1705e-01, -8.3434e-01,  2.2948e+00,\n",
       "         -2.0203e-01,  4.3380e-01,  1.8392e+00, -8.6244e-01, -2.5031e+00,\n",
       "         -2.4133e+00,  1.1833e+00, -4.2547e+00,  2.8721e+00,  1.7094e-01,\n",
       "         -1.1234e+00, -3.3917e+00, -6.2785e-01, -3.1879e+00, -2.3239e+00,\n",
       "          2.0983e+00,  2.9749e+00, -1.8871e+00,  7.1257e-01,  1.7537e+00,\n",
       "         -2.3620e+00,  2.0412e+00, -3.3457e+00,  4.5620e-01, -1.9894e+00,\n",
       "          2.3024e+00,  2.0963e+00, -2.0086e+00, -3.5800e-01,  4.0980e-01,\n",
       "         -1.9588e+00, -4.3060e+00,  1.9185e+00,  2.9406e+00,  4.1239e-01,\n",
       "         -1.2966e+00, -2.3593e-01, -2.3448e+00, -3.0676e+00, -2.1618e+00,\n",
       "         -3.1854e+00,  1.6766e+00,  4.1611e+00, -3.2030e+00,  4.0092e-01,\n",
       "         -3.1481e+00, -3.8894e+00, -1.0105e+00, -1.4940e+00,  1.8217e+00,\n",
       "         -4.7256e-01,  2.6525e-01,  5.8034e+00, -1.1471e+00, -1.1071e+00,\n",
       "         -3.2266e+00,  9.1849e-01,  1.8003e+00,  2.2487e+00, -2.0957e+00,\n",
       "          1.6152e-01, -3.2021e+00, -1.6936e+00,  4.9413e+00, -5.2397e+00,\n",
       "          2.0250e+00,  7.3382e-01, -1.0663e-01, -2.4890e+00,  4.2765e-01,\n",
       "          2.3538e+00,  2.1130e+00, -8.0164e-01,  9.4650e-01, -3.5118e+00,\n",
       "         -3.3744e-01,  3.4713e+00,  4.7295e+00, -1.3314e+00, -7.0838e-01,\n",
       "         -5.2463e-01,  2.4693e+00, -9.5970e-01, -3.1656e+00,  5.4938e+00,\n",
       "          1.1922e+00,  4.7715e-01, -9.0719e-01,  7.6572e-02, -1.9515e+00,\n",
       "          8.0088e-01,  4.0392e-01,  1.7436e+00, -7.3229e-01, -1.5320e+00,\n",
       "          1.1018e+00, -2.1065e+00, -7.5416e-01, -2.7155e+01, -1.0659e+00,\n",
       "          1.5022e+00, -8.1522e-01,  1.9580e+00, -3.7143e+00,  2.2905e+00,\n",
       "          1.2903e-01,  3.2834e+00, -3.3716e+00, -2.4149e-01, -1.7819e+00,\n",
       "          2.4744e+00,  1.4788e+00, -7.1467e-01, -2.1206e+00, -9.6041e-01,\n",
       "         -1.8533e+00,  8.5877e-01, -1.7320e+00,  6.6276e-01,  1.1875e+00,\n",
       "         -4.4828e-01, -1.9500e+00, -4.4839e+00,  3.7284e+00, -1.2504e+00,\n",
       "          2.2131e+00, -2.9805e+00, -6.0759e-01, -3.6944e+00, -1.6644e+00,\n",
       "          2.0922e+00,  8.2329e+00, -1.2341e+00, -4.7382e-01, -1.1127e+00,\n",
       "         -1.4425e+00, -6.6076e+00, -1.2083e-01, -1.6442e+00, -2.2927e+00,\n",
       "         -1.2305e+00,  2.4593e+00,  1.5437e-01, -2.9195e-01,  2.6761e+00,\n",
       "          3.9675e-01,  2.0829e+00,  3.2228e+00, -3.1226e+00,  1.5327e+00,\n",
       "         -2.3078e+00, -3.0201e+00, -1.1647e+00,  8.6072e-01, -8.1211e-02,\n",
       "         -1.3178e+00,  4.1044e-01,  9.3938e-01,  1.1352e+00, -8.5200e-01,\n",
       "          9.5341e-01,  1.6118e+00,  1.7907e+00,  2.8443e-01, -5.4253e+00,\n",
       "         -6.9365e-03, -3.4815e-01,  3.4657e+00, -1.9964e+00, -4.0945e-01,\n",
       "          2.1809e+00, -9.6587e+00, -7.3276e-01, -2.9234e+00,  1.2820e+00,\n",
       "         -2.8905e+00, -8.3163e-01, -1.4152e+00,  3.3704e+00, -4.5297e-01,\n",
       "          2.2243e+00,  1.9442e+00, -3.6360e-01,  2.1743e+00, -1.8520e+00,\n",
       "          1.7229e+00, -3.7785e+00,  2.3757e+00,  9.2194e-01, -1.7705e+00,\n",
       "          2.6707e+00, -8.8176e-01,  4.0527e+00,  2.7950e+00, -5.5839e-02,\n",
       "         -4.1233e-01,  1.9563e+00,  1.9118e+00, -1.4031e+00,  3.0056e+00,\n",
       "          6.2144e+00,  2.0627e+00, -1.0916e+00,  2.0609e-01, -3.9032e-01,\n",
       "          2.1748e+00,  8.2244e-01, -3.2065e+00, -2.3576e+00,  1.7633e+00,\n",
       "          2.4184e+00, -1.2334e+00, -1.1135e+00, -6.0599e+00,  1.4569e-01,\n",
       "          4.1794e+00,  2.4752e+00, -2.0062e-01,  1.6578e+00,  6.4142e-01,\n",
       "         -1.5564e+00, -5.2433e+00,  1.8720e+00,  1.9121e+00,  1.5716e+00,\n",
       "          1.5187e+00, -1.2397e+00,  1.7207e+00,  4.9317e+00, -7.2695e-01,\n",
       "          1.1151e+00, -1.8128e+00,  5.4604e-02, -1.7527e+00, -2.7834e+00,\n",
       "         -4.6632e+00, -3.1424e+00,  6.0605e-01,  2.7419e+00, -2.7450e-01,\n",
       "          5.2082e+00, -8.5063e-01,  4.2721e+00,  2.2011e-01,  1.2157e+00,\n",
       "          2.2903e-01, -1.7547e+00,  2.9335e+00,  2.7020e+00, -3.0783e+00,\n",
       "          4.0130e+00,  1.0833e-02, -2.6027e-02,  3.0228e+00,  2.7365e+00,\n",
       "         -1.2868e+00,  1.4816e+00, -1.6214e+00, -3.3710e+00, -2.0330e+00,\n",
       "          1.0660e+00,  2.1617e+00, -1.3372e+00,  3.9318e+00, -1.0573e+00,\n",
       "         -1.2187e+00,  9.9337e-01, -6.7820e-01,  1.9087e+00, -7.7012e-01,\n",
       "         -5.8045e-01,  2.1750e+00, -7.1757e-01,  3.8925e+00,  2.2826e+00,\n",
       "         -2.1637e+00,  2.1638e+00,  2.8755e+00,  3.8943e-01,  4.2247e+00,\n",
       "         -5.2559e+00, -1.7250e+00, -2.1533e+00,  4.8924e-01,  3.3134e+00,\n",
       "         -2.7166e+00, -1.0083e+00,  1.2511e+00, -4.8086e+00,  2.5889e+00,\n",
       "          4.8119e-01, -4.7558e+00, -9.8895e-01,  3.1139e-01,  1.8470e+00,\n",
       "          1.4438e-01,  8.3103e-01,  9.9392e-01, -4.7236e+00, -4.9661e+00,\n",
       "          4.9361e-01, -3.5881e+00,  9.3205e-01,  2.0819e-02,  6.0543e-01,\n",
       "          5.5243e-01,  2.1877e+00,  1.3783e+00, -4.1737e+00, -2.1737e+00,\n",
       "         -2.7626e+00, -6.7862e-01,  6.4967e+00, -4.2872e-01, -1.2181e+00,\n",
       "         -7.4427e-02, -2.2171e+00,  7.9879e-01,  2.7279e+00, -1.9727e-01,\n",
       "          1.6038e+00,  7.3733e-01, -8.8383e-01,  1.0444e+00, -9.8814e-01,\n",
       "          9.4242e-02,  6.2801e+00, -1.2587e+00, -3.4599e-01, -4.5307e+00,\n",
       "         -5.8514e-01, -1.9351e+00,  2.4135e+00, -1.5346e-01,  3.2577e+00,\n",
       "         -1.1713e+00,  1.4334e+00, -2.5819e-01, -1.7946e+00, -7.4696e-01,\n",
       "         -1.0591e+00, -1.3747e+00, -1.9964e-01,  4.8690e+00, -1.1932e+00,\n",
       "         -1.0503e+00,  9.7462e-01, -1.1523e+00,  4.1133e+00,  1.0097e+00,\n",
       "          1.6496e-01, -2.3844e-01,  2.0425e+00, -3.1139e+00, -2.2732e+00,\n",
       "          9.7832e-01, -6.0946e-01, -6.7221e-01,  9.0963e-01, -1.6463e+00,\n",
       "         -7.2969e-01,  1.4823e+00,  1.4878e+00,  2.6876e+00,  2.2327e+00,\n",
       "          2.5763e+00, -1.8734e+00,  6.5908e-01,  6.4673e-01,  3.2674e+00,\n",
       "         -4.5875e+00,  2.1151e+00, -2.9330e+00,  2.4216e+00, -1.5709e+00,\n",
       "          1.5333e+00,  2.0500e+00, -5.1818e-01,  1.3000e+00,  4.4788e+00,\n",
       "         -3.9894e+00, -4.8461e+00, -2.2019e+00, -2.6211e+00, -1.8888e-02,\n",
       "          2.1608e+00,  2.4721e-01, -2.7540e+00,  1.4998e+00,  3.0429e-01,\n",
       "          2.9822e+00, -1.6441e-01,  1.8491e+00,  1.2477e+00,  3.1424e+00,\n",
       "         -2.0150e+00,  4.8562e+00,  1.1526e+00,  1.3403e+00,  1.7976e+00,\n",
       "          1.9110e+00, -1.9444e+00,  8.1044e-01,  9.0379e-01, -4.8719e-02,\n",
       "         -2.1163e+00, -2.1828e+00, -3.3122e+00, -2.1507e-01, -2.0156e+00,\n",
       "         -1.0079e+00, -1.9506e+00, -5.5966e+00, -2.6883e-01, -1.8999e+00,\n",
       "         -2.9704e+00, -1.2532e+00,  7.4282e+00, -1.4758e+00, -2.6430e-01,\n",
       "          1.2486e+00,  1.7204e+00,  1.3912e+00, -1.2755e+00, -5.7513e-01,\n",
       "          2.1090e+00, -5.7247e-01, -9.5504e-01, -4.8174e+00,  2.1131e+00,\n",
       "         -4.2704e-01,  8.8896e-01,  1.8348e+00, -7.0087e-01, -4.2267e+00,\n",
       "         -9.6179e-01,  1.4492e+00,  1.5988e-01,  2.6775e+00, -7.1974e-01,\n",
       "          5.9118e-01,  1.9326e+00,  1.1386e+00, -1.8209e+00,  5.8982e-01,\n",
       "          5.0616e+00,  1.9410e-01, -1.0113e-01,  1.2296e+00, -2.6832e+00,\n",
       "         -4.7152e+00, -1.8522e+00, -1.4283e+00,  3.2136e-01,  4.6936e-01,\n",
       "          1.8191e+00, -2.7920e+00,  3.5602e+00,  1.2373e+00,  2.7081e-01,\n",
       "          2.1736e-01, -1.8870e+00,  1.0313e+00, -2.3362e+00,  3.1323e+00,\n",
       "         -1.4066e+00, -2.6119e+00,  2.9131e-01,  3.1816e+00,  3.4867e+00,\n",
       "         -1.8818e+00,  3.8832e+00,  5.9301e-01, -1.1173e+00, -5.5584e+00,\n",
       "         -4.4062e+00,  7.5714e-01,  1.6709e+00,  1.1824e-01,  2.8448e+00,\n",
       "          5.4653e-01,  2.1061e+00,  1.1478e+00, -1.9975e-01,  4.3523e-01,\n",
       "         -4.0963e+00,  1.2388e+00, -6.8846e-01, -3.2160e+00,  1.4652e+00,\n",
       "          1.4231e+00,  2.0898e+00,  1.3910e+00, -1.0797e+00,  2.3757e+00,\n",
       "          2.7430e+00,  3.2849e+00,  2.5788e+00,  6.7371e+00, -4.3327e-01,\n",
       "          1.9143e+00, -8.5048e-01, -1.5056e-01, -2.4367e+00,  2.9149e-01,\n",
       "          1.5907e+00, -2.6363e+00, -1.8270e+00, -2.1583e+00, -1.2904e+00,\n",
       "         -8.1507e-01,  8.4177e-01,  3.3183e+00, -1.7221e+00,  2.8080e+00,\n",
       "          1.0482e+00, -1.1853e+00, -1.6645e+00,  1.2782e+00,  1.9820e-01,\n",
       "          7.7965e-01,  3.6298e+00, -3.6102e+00, -5.0104e+00,  6.5006e-02,\n",
       "          1.6450e-01, -4.4260e-01, -2.7362e+00, -1.9386e+00, -2.9893e+00,\n",
       "          1.4943e-01,  1.4960e+00, -4.2442e+00, -2.9454e+00,  1.2737e+00,\n",
       "          5.8123e-01, -2.1562e+00, -6.1483e+00, -1.7341e-01,  8.0273e-01,\n",
       "         -4.8729e-01, -1.6978e+00, -1.8328e+00, -3.1995e+00, -1.7425e+00,\n",
       "          1.5728e+00, -2.8618e+00, -9.1556e-01,  2.4906e+00,  6.9652e-01,\n",
       "         -2.6052e-01, -2.8963e+00,  3.2057e+00,  1.5460e+00, -2.1302e+00,\n",
       "         -9.6877e-01, -2.1833e-01, -9.3149e-01]),\n",
       " tensor([ 8.6646e-01,  9.2272e-01, -5.4895e-01,  4.4679e-01,  2.0817e-01,\n",
       "          1.2621e+00, -1.1682e-01, -6.8469e-02,  3.8690e-01,  1.2137e+00,\n",
       "         -5.3983e-01,  2.7768e-01,  2.3979e-01,  6.8308e-01,  1.0518e-01,\n",
       "          8.4928e-01, -1.1163e+00, -8.6761e-01,  7.2382e-02,  3.1347e-02,\n",
       "          1.3934e+00, -3.2444e-01,  1.6216e+00,  9.5367e-01,  7.4991e-01,\n",
       "         -7.5357e-01, -6.4371e-01, -6.1897e-01, -8.9279e-01, -1.7147e+00,\n",
       "          4.8652e-01,  1.2004e+00, -1.8620e+00, -8.0129e-01,  2.0406e+00,\n",
       "          1.5100e-01,  1.2119e+00, -3.3317e-01, -1.0801e-01, -9.4654e-01,\n",
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       "         -7.5139e-01, -9.0011e-02, -1.7371e-01,  3.6888e-01,  7.8825e-02,\n",
       "          7.1943e-01, -1.1024e+00,  5.9351e-01,  3.1095e+00,  9.2285e-02,\n",
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       "         -9.2939e-01, -1.0676e+00, -2.0650e-01, -5.5426e-02, -4.0718e-01,\n",
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       "          4.9930e-01,  7.9676e-01,  2.2115e+00, -1.3990e+00,  1.8829e+00,\n",
       "         -4.0846e-01, -4.6839e-01,  2.4739e-01,  1.8092e+00,  4.7220e-01,\n",
       "          5.7122e-01, -1.7039e-02, -2.5538e-01,  4.1987e-01,  7.7356e-02,\n",
       "         -1.8772e-01, -1.6930e+00,  1.3153e+00,  1.0362e+00,  1.2267e+00,\n",
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       "         -4.9855e-01, -6.1520e-01,  1.4175e-01, -1.6152e-01,  2.6856e-02,\n",
       "         -1.3262e+00,  4.7116e-01,  7.7347e-01, -5.0569e-01,  1.0323e+00,\n",
       "         -6.3607e-01, -7.0816e-01, -1.7765e+00, -1.1999e+00, -1.6331e-01,\n",
       "         -1.6169e+01,  2.2838e-01, -7.0578e-01, -1.9629e+00, -6.6089e-01,\n",
       "         -1.0153e-01, -8.6516e-01, -8.1801e-01, -2.5552e-01, -1.2407e+00,\n",
       "         -8.2964e-02, -5.4300e-04, -1.5135e-01,  1.1952e+00, -6.6701e-01,\n",
       "         -7.8791e-03,  1.4658e-01, -1.1739e+00, -6.4862e-01, -6.6941e-01,\n",
       "          5.1028e-01,  1.4633e-01, -8.1882e-01,  1.0010e+00,  3.9648e-01,\n",
       "         -2.5991e+00, -5.7168e-01, -5.4091e-01, -3.3445e-02, -4.0994e-02,\n",
       "          1.9429e-02, -5.5049e-02, -1.0654e+00, -1.4589e+00,  8.8225e-01,\n",
       "         -8.3782e-01,  3.3384e-01, -1.9003e+00, -7.7657e-01, -3.0324e-01,\n",
       "         -2.9881e+00, -2.3461e-01, -1.6391e-01,  4.2293e-01,  1.5365e+00,\n",
       "         -7.5063e-01,  1.7815e+00,  2.1822e-01, -1.0270e+00,  1.0342e+00,\n",
       "          6.6867e-01,  6.2118e-01,  7.7415e-02,  3.8776e-01,  5.7007e-02,\n",
       "          1.6348e+00,  1.0276e-01, -1.4563e+00,  1.7747e-01, -4.6317e-01,\n",
       "         -1.3075e+00, -8.5431e-01,  1.4048e+00,  4.3992e-01,  3.7811e-01,\n",
       "         -3.5792e-01,  8.0970e-01,  2.9532e-01,  8.4710e-02,  2.2129e-01,\n",
       "         -8.5662e-01, -8.2214e-01, -7.2939e-01, -1.4473e+00,  7.6915e-01,\n",
       "         -3.1239e-01, -1.6157e+00,  1.6331e+00,  6.0608e-01, -2.3367e+00,\n",
       "         -1.0347e-01,  1.1463e+00,  1.6293e+00, -5.0828e-01, -3.9238e-01,\n",
       "         -4.1367e-01,  1.2234e+00, -6.9326e-01,  8.5881e-01, -1.2566e-01,\n",
       "          1.7927e+00,  2.1713e-01,  1.8940e+00,  1.4984e+00, -1.4583e+00,\n",
       "          1.9707e-01,  1.2743e+00,  7.8599e-01,  4.2043e-02, -6.0018e-01,\n",
       "         -4.7915e-01,  2.6783e-01,  3.0917e-02,  3.8153e-01, -4.7361e-01,\n",
       "          9.1545e-01,  1.2226e+00, -9.3439e-01,  4.4272e-01,  1.6180e-01,\n",
       "          1.6229e+00, -1.0080e+00,  4.2145e-01,  1.7559e-01,  2.7883e+00,\n",
       "         -7.5277e-01,  7.9380e-01,  1.9745e+00,  1.9389e+00, -9.2555e-01,\n",
       "          1.8680e+00, -1.1414e+00,  1.1926e+00,  6.4794e-01,  2.4044e+00,\n",
       "         -1.1830e+00,  6.3438e-01, -7.7763e-01, -9.0210e+00,  7.5614e-02,\n",
       "          7.3827e-01, -2.2298e-01,  1.2767e+00, -1.7336e-01,  2.5863e-01,\n",
       "         -1.9528e-01, -6.5584e-03,  1.7044e-01, -1.3833e+00, -1.3740e+00,\n",
       "          1.6327e-01,  9.2788e-01,  5.2909e-01, -7.2950e-01,  7.0140e-01,\n",
       "         -4.5852e-01, -3.9503e-01, -9.2846e-01,  2.4037e-01, -8.4789e-02,\n",
       "         -2.3539e-01, -3.4305e-02,  2.6091e-01,  2.8769e-02,  1.1028e+00,\n",
       "         -1.7253e+00,  6.1756e-01,  6.8235e-01, -1.7118e+00, -1.0639e+00,\n",
       "         -1.2237e+00,  2.1357e+00, -1.2663e+00, -4.5319e-01, -3.3342e-01,\n",
       "         -1.2366e+00, -1.8639e+00, -5.0317e-02, -2.8084e-01,  1.2815e-01,\n",
       "          4.7942e-01, -8.3322e-02, -1.1373e+00, -1.6133e-01, -7.6263e-01,\n",
       "         -2.3277e-01,  2.5728e+00, -2.7514e-01, -1.2357e+00,  2.1669e-01,\n",
       "         -1.2262e+00, -3.9880e-01, -9.5320e-01, -2.3491e-02, -3.6599e-01,\n",
       "         -1.0069e+00,  4.5880e-01, -3.3110e-01,  1.9778e+00, -2.3334e-02,\n",
       "         -2.0139e-01, -6.6113e-02, -7.7040e-01,  1.9197e-01,  1.3740e+00,\n",
       "          3.8341e-01, -1.5658e-02,  1.0615e+00, -2.9517e-01, -5.8822e-01,\n",
       "          1.0293e+00, -5.2724e+00,  2.5852e-01,  1.7216e+00, -1.1459e+00,\n",
       "         -2.1369e-01, -1.2715e+00, -8.2924e-01,  8.2633e-01, -9.3278e-01,\n",
       "          1.0296e+00,  2.0678e-01,  2.2232e-01, -7.4514e-01,  2.6970e-01,\n",
       "         -2.5850e-01,  2.3454e-01, -1.4606e+00,  2.5091e+00, -2.0729e-01,\n",
       "         -3.4472e-01,  1.1240e-01, -4.7084e-01, -2.1779e+00,  5.8834e-01,\n",
       "         -4.9899e-01,  5.3567e-01,  7.0926e-02,  5.7090e-01,  1.1001e+00,\n",
       "          6.9016e-01,  9.4571e-01, -7.9554e-01,  1.1810e+00, -3.0629e-01,\n",
       "          1.1549e+00, -3.2426e-01,  1.7507e+00, -5.3251e-02, -8.8633e-01,\n",
       "          3.2132e-01, -1.1578e-01,  5.7784e-01, -2.6059e+00,  5.5288e-01,\n",
       "          1.5300e+00, -4.4323e-01, -5.6781e-01,  5.9739e-01,  1.9673e+00,\n",
       "          1.2712e+00,  8.5766e-01,  2.1354e-01,  7.2204e-01,  8.8889e-01,\n",
       "          2.4122e-01,  1.9653e-01, -3.4543e-01,  5.6265e-01,  1.2311e+00,\n",
       "         -5.5151e-01, -2.1023e+00,  6.6778e-01,  1.4055e+00,  3.1739e-01,\n",
       "          2.4270e-01,  9.5862e-01,  1.5968e+00,  1.2809e+00,  1.1599e+00,\n",
       "         -3.9890e-01,  7.8473e-01,  1.6821e-01,  1.4201e+00, -6.6349e-01,\n",
       "         -6.6806e-01, -6.1609e-01,  4.9922e-01,  7.0100e-01,  6.2712e-01,\n",
       "          7.2342e-01, -1.4621e+00,  1.1933e-01, -5.4123e-01, -1.2869e-01,\n",
       "          2.2907e-01, -6.1899e-01, -9.5783e-02, -1.6464e+00, -4.2085e-01,\n",
       "          5.9507e-01,  4.5138e-01, -4.3524e-01, -6.5401e-01, -5.3611e-02,\n",
       "         -1.3347e+00, -1.6934e+00, -1.0830e+00,  7.6062e-02,  4.6840e-01,\n",
       "         -5.0060e-01,  9.4827e-02, -1.4091e+00,  6.9306e-01, -3.6253e-01,\n",
       "         -1.7083e+00,  9.5756e-01, -2.6676e-01, -2.4334e-02, -8.0706e-01,\n",
       "         -9.5702e-01,  1.5678e+00,  2.4497e-01,  2.4927e-01,  6.6314e-01,\n",
       "         -6.8060e-01,  1.4798e-01, -6.3401e-01, -1.8295e-02, -1.9774e-01,\n",
       "         -7.8409e-01, -5.2803e-02, -5.3114e-01, -6.2740e-01,  9.2727e-01,\n",
       "         -1.8908e+00,  1.0512e+00,  1.2869e+00,  7.9482e-01,  1.4906e+00,\n",
       "         -1.7680e+00,  2.1163e-01, -1.0076e+00, -2.9506e-01,  6.0209e-02,\n",
       "          5.3471e-01,  1.0159e+00,  3.8348e-02, -1.6439e+00, -4.4645e-01,\n",
       "         -1.9277e-01,  1.4458e+00,  8.5310e-01, -1.4230e+00, -6.6121e-01,\n",
       "          9.3237e-01, -4.1084e-01, -1.4010e+00, -2.1205e-01,  1.3676e-01,\n",
       "         -8.4441e-01,  1.2906e+00,  8.7757e-01, -1.0830e+00, -8.0775e-01,\n",
       "          2.0052e-01, -7.2714e-01, -7.6579e-01,  4.5991e-01,  4.3228e-02,\n",
       "         -6.9273e-01,  3.3250e-01, -1.1647e-01,  7.0496e-01,  1.1151e+00,\n",
       "          8.7448e-01, -6.4303e-01,  8.8125e-01,  6.1599e-01, -9.2999e-01,\n",
       "          4.3952e-01, -7.5064e-01,  1.3258e+00, -1.3716e+00, -1.7997e+00,\n",
       "          1.1820e+00, -1.4491e+00, -1.5794e+00,  3.2273e-01, -2.3250e-01,\n",
       "         -1.2388e+00, -1.0546e+00,  1.2887e+00,  2.4273e+00, -3.6587e-01,\n",
       "          3.5462e-01,  4.2175e-01, -1.4589e+00,  3.8165e-01,  1.2940e+00,\n",
       "          8.0196e-02, -2.5390e-02, -4.1036e-01,  7.6518e-01, -1.5857e-01,\n",
       "          1.2688e+00, -9.4048e-01,  4.5129e-01, -1.2690e+00,  7.1700e-01,\n",
       "         -1.8027e+00,  1.1378e+00, -4.1013e-01,  1.5119e-02, -9.0283e-01,\n",
       "         -1.2821e+00, -6.5063e-01, -1.0040e-01, -3.0420e-01,  1.9310e-01,\n",
       "         -1.1280e+00,  1.2793e+00, -1.1670e+00, -1.1936e+00,  2.3146e-01,\n",
       "          8.5678e-01, -3.9201e-01, -2.4240e-01, -1.6655e+00,  3.8734e-01,\n",
       "          1.0108e+00, -4.1199e-01,  6.6175e-01, -5.7762e-01,  2.5209e+00,\n",
       "          6.7967e-01, -9.9252e-01,  1.1301e+00, -3.2137e-01,  5.8154e-01,\n",
       "         -2.3484e-01, -4.4688e-01,  4.1893e-01, -7.6879e-01, -2.5198e-01,\n",
       "         -4.1512e-01,  1.1067e+00,  1.0380e+00,  1.1433e+00,  3.1964e-01,\n",
       "          7.6599e-01, -8.3374e-01,  1.6620e-01, -1.5215e+00,  3.8405e-01,\n",
       "         -7.5280e-01, -1.8146e+00,  8.8899e-01, -2.1926e-01,  1.9044e-01,\n",
       "          2.2288e+00, -2.4398e-02,  3.6736e-01,  1.3054e+00, -4.1354e-02,\n",
       "         -2.6187e-01, -1.9382e+00, -4.3959e-01, -3.2907e-01,  3.0842e-01,\n",
       "         -2.6863e-02, -1.3858e+00,  9.1159e-01,  3.8721e-01, -5.6493e-01,\n",
       "          3.4386e-01,  3.5440e-01,  3.4747e-01, -4.3945e-02, -1.8132e+00,\n",
       "          8.0618e-02,  6.8085e-01,  3.5266e-01, -1.0086e-01, -1.5559e+00,\n",
       "          1.3056e+00,  7.5628e-01, -3.6600e-01,  3.6870e-01, -7.1155e-01,\n",
       "          7.1078e-02,  6.6805e-01, -8.2415e-01,  1.1004e+00,  1.0273e+00,\n",
       "          7.0753e-01,  1.6704e+00,  7.1915e-01, -7.3984e-01, -4.9393e-01,\n",
       "          5.2058e-01, -8.9677e-01, -1.0604e+00, -3.3323e-01, -1.9953e-01,\n",
       "          6.2964e-01,  5.6643e-01,  1.8985e-01,  2.1574e+00,  9.7349e-01,\n",
       "          2.3270e-01,  9.3569e-01,  1.3254e-03,  6.0810e-01, -8.2485e-01,\n",
       "         -1.6037e+00,  3.3184e-01, -1.0433e+00,  1.5175e+00, -5.9332e-01,\n",
       "          1.0814e+00, -1.3887e+00, -4.0343e-01,  7.4163e-02, -4.6652e-01,\n",
       "         -2.7558e+00, -6.7718e-01,  5.7391e-01,  5.1494e-01, -1.8354e+00,\n",
       "         -1.8139e-01, -1.0538e+00,  8.1736e-01,  9.4978e-01,  2.6798e-01,\n",
       "          2.1554e-01,  4.6837e-01, -9.7325e-01,  4.6573e-01, -7.1901e-01,\n",
       "         -1.6274e+00,  4.5998e-02,  7.8233e-01,  5.0062e-01,  2.3863e-01,\n",
       "          1.4079e+00,  4.4891e-01, -1.5369e+00, -1.0256e+00, -7.7050e-01,\n",
       "         -5.2765e+00,  3.3875e-02, -1.5369e-01, -1.4402e-01, -6.9975e-01,\n",
       "         -2.8144e-01, -9.6812e-01, -1.9429e+00, -1.2121e-01, -1.9851e+00,\n",
       "          1.8015e-01,  1.6493e+00, -4.2456e-01, -1.5590e-01, -4.6022e-01,\n",
       "          1.6602e+00, -6.7476e-01, -1.6880e+00, -4.8138e-01, -1.2814e+00,\n",
       "          1.0536e+00,  1.3185e+00,  1.3805e+00, -5.6716e-01,  1.1287e-01,\n",
       "         -3.3422e-01, -5.1405e-01, -9.2352e-01, -1.5188e-01, -2.6217e-02,\n",
       "         -8.0608e-01,  1.0739e+00, -9.1219e-01, -6.2349e-01,  1.7195e+00,\n",
       "         -8.3244e-01,  2.1734e+00, -9.2076e-01,  1.1100e-01, -1.0772e+00,\n",
       "         -5.9706e-01, -3.0352e-01, -9.3743e-02,  2.9520e-01, -1.8657e-01,\n",
       "          3.1655e-01, -1.8162e+00,  8.6386e-01]),\n",
       " tensor([ 1.6020e+00,  1.5242e+00,  2.9433e-01, -4.3965e-01, -7.1212e-01,\n",
       "          2.6898e+00,  4.4960e+00,  1.3180e+00, -1.0278e+00, -1.4170e+00,\n",
       "          4.7026e-01,  4.1002e-01, -5.6142e-02, -2.1699e+00, -2.0352e+00,\n",
       "         -1.4510e+00,  1.1737e+00,  7.8890e-01, -9.6717e-01,  7.3452e-01,\n",
       "         -8.1655e-01,  2.0863e-02, -7.2873e-02, -1.0835e+00,  3.9209e+00,\n",
       "          1.0413e+00, -8.0466e-01,  1.2546e+00, -5.1172e+00,  1.2327e+00,\n",
       "          2.7662e+00,  4.8884e+00, -1.2908e-01, -3.4573e+00, -2.2773e-01,\n",
       "          1.3041e+00, -6.8391e-01, -2.4517e-01, -2.1810e+00,  2.4276e+00,\n",
       "         -8.6760e-02, -1.9690e+00, -8.3391e-01, -3.7347e-01, -1.4338e+00,\n",
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       "         -4.4217e+00, -3.7543e-01, -8.0678e-01]),\n",
       " tensor([ 3.1498e+00,  1.0508e+00,  1.4039e+00, -4.1415e-01,  2.7167e+00,\n",
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       "         -3.0568e+00, -2.2982e-01, -1.8665e+00]),\n",
       " tensor([ 4.8731e+00,  3.4997e-01,  1.6323e+00,  7.3009e-01,  2.1000e+00,\n",
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       "         -1.2045e+00,  3.4405e-02,  8.4458e-01]),\n",
       " tensor([ 1.5443e+00,  2.4328e-01,  5.7619e-01,  1.0721e+00, -1.2747e+00,\n",
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       "          1.4995e+00,  1.4364e-01,  1.3822e+00, -9.9997e-01,  4.7429e-01,\n",
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       "         -2.5396e+00,  2.1858e-01,  1.0352e+00, -2.7402e-01,  2.0369e+00,\n",
       "         -5.1603e-01,  2.4034e-01,  6.0730e-01,  2.6232e-01,  6.6000e-01,\n",
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       "         -1.1038e+00, -5.4071e-01,  1.2265e+00,  4.4408e-01, -3.6470e-01,\n",
       "         -7.2859e-01,  4.8068e-02,  7.9881e-01,  3.4196e-01, -6.1434e-01,\n",
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       "         -1.0664e+00, -8.4501e-01,  3.0850e-01,  3.7421e-01, -1.6395e+00,\n",
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       "         -4.7954e-01, -2.5840e-01, -7.1284e-01, -1.4580e-01, -3.8343e-01,\n",
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       "          5.9301e-01,  5.4503e-01, -3.3277e-01,  1.4302e+00,  8.1157e-01,\n",
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       "         -7.2213e-01,  1.6448e+00,  2.3388e-01,  3.9788e-01, -8.3208e-01,\n",
       "          2.4050e+00, -1.4823e+00,  7.6196e-01,  2.6341e-02,  6.7579e-01,\n",
       "         -5.7786e-01,  9.7630e-03,  2.9420e-02, -8.7692e+00,  6.1265e-01,\n",
       "          1.8074e+00, -7.3668e-01,  4.0708e-01,  1.0539e+00, -1.0288e+00,\n",
       "          6.1263e-01, -1.3422e+00,  3.0172e-01, -2.7568e-01, -6.3033e-03,\n",
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       "          1.4378e-01, -1.1054e+00, -8.5607e-03, -2.2312e-01, -1.2428e-01,\n",
       "         -6.7982e-01,  5.6139e-01,  1.7325e-01,  3.2603e-01,  3.8563e-01,\n",
       "         -2.3036e+00,  2.0318e+00,  3.1114e-01, -1.6932e+00, -2.8661e-01,\n",
       "          3.3349e-01, -7.2450e-02, -8.3896e-01, -8.2520e-01,  3.4798e-01,\n",
       "         -1.4897e-01, -4.1742e-01,  8.8568e-01, -3.8955e-01, -7.3284e-02,\n",
       "          2.6625e-01,  2.7765e-01, -5.1002e-01,  7.3284e-01, -3.4391e-01,\n",
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       "         -4.2794e-02, -9.3258e-02,  1.9852e-01, -1.6071e-01, -7.8257e-01,\n",
       "         -4.5067e-01,  7.6546e-01, -8.1092e-01,  1.1257e+00, -2.6610e-01,\n",
       "          1.0799e+00,  4.1643e-01, -9.6458e-01, -4.9766e-01,  1.3669e+00,\n",
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       "         -2.5235e-01, -5.2083e+00, -5.2902e-01,  3.6343e-01,  2.9873e-01,\n",
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       "         -1.4198e+00, -1.3980e-01, -1.0074e+00, -1.2119e+00, -3.7865e-01,\n",
       "          2.4537e-01, -1.7621e-01, -4.3179e-01,  1.7552e+00,  2.0993e-01,\n",
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       "         -7.3756e-02, -2.0928e-01,  3.7399e-01,  2.9390e-01,  2.5372e-01,\n",
       "         -9.1308e-01,  1.1325e+00, -7.2412e-01,  1.6088e+00, -4.5624e-01,\n",
       "         -1.1148e-02, -6.1860e-02,  8.4795e-01,  3.5867e-01,  4.5775e-01,\n",
       "         -6.4720e-01,  6.4853e-01, -1.0062e+00, -1.2179e+00, -1.9580e-01,\n",
       "          2.9060e+00,  1.5351e-01,  2.6141e-02,  3.5145e-01,  4.4884e-01,\n",
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       "         -1.1279e-01, -2.1951e-01,  5.9312e-02, -8.0643e-01, -1.3393e-01,\n",
       "         -8.3041e-01, -1.1638e+00,  1.6151e+00,  7.8854e-01,  3.4510e-01,\n",
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       "         -1.4348e-01, -3.8215e-01, -6.3915e-01,  3.8140e-01,  7.8133e-01,\n",
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       "         -7.4907e-01, -1.2506e+00,  8.4625e-02, -2.0373e-01, -1.3537e-01,\n",
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       "         -4.9558e-01,  2.4304e-01, -9.4082e-01, -3.0068e-01, -7.6191e-01,\n",
       "         -7.2855e-01,  7.1349e-01,  2.1728e-01,  9.6314e-01, -6.1811e-01,\n",
       "         -5.0688e-01, -1.5528e-01, -2.8413e-01,  2.6244e-01,  6.3364e-01,\n",
       "         -1.7929e+00, -5.1659e-01, -1.1075e+00,  2.1860e-01,  7.9785e-01,\n",
       "         -1.2657e+00,  6.4252e-01,  1.2559e+00,  1.2885e+00,  1.1756e+00,\n",
       "          4.8472e-02, -4.0148e-01, -4.2541e-01, -4.9162e-01, -6.8379e-01,\n",
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       "         -3.9491e-01, -4.4065e-01,  9.2866e-02,  1.0744e-01, -8.7236e-01,\n",
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       "         -7.3124e-01,  1.1384e+00,  1.0303e+00, -8.9231e-01, -6.1480e-01,\n",
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       "         -1.2455e+00, -9.7104e-01,  4.2797e-01,  1.6827e+00,  3.8134e-01,\n",
       "          6.9676e-01,  1.2432e+00,  1.1231e-01, -6.2651e-01,  7.9395e-01,\n",
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       "         -6.2787e-01, -8.6588e-02,  4.1390e-01,  9.7492e-01,  6.5671e-01,\n",
       "          5.5985e-01, -5.8747e-02, -1.9810e+00,  9.3965e-01,  2.0107e-01,\n",
       "          8.9438e-01, -6.4217e-01, -3.2162e-01,  4.4584e-01,  1.0113e+00,\n",
       "         -7.3367e-03,  2.2172e-01,  3.7333e-01, -6.4078e-01,  1.9099e+00,\n",
       "         -9.6251e-01,  3.0150e-02,  2.1270e-02,  1.0076e+00, -7.8154e-01,\n",
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       "         -6.1291e-01,  6.9052e-02, -7.2498e-01, -4.6826e-01,  1.0441e+00,\n",
       "         -2.6056e-01, -6.9545e-01,  4.2202e-01, -3.1369e-01, -3.4566e-01,\n",
       "          9.7317e-01,  4.2704e-01,  1.3743e+00,  4.9996e-01,  3.6335e-01,\n",
       "          1.3206e+00, -6.1295e-01,  2.2573e-01,  8.1352e-01,  5.0418e-01,\n",
       "         -5.5107e-01, -2.5207e-01, -7.0313e-01, -9.1227e-03, -2.2915e-01,\n",
       "         -4.3268e-01,  1.1688e+00,  1.2452e+00,  1.2166e+00,  1.2621e-01,\n",
       "          1.0957e+00, -1.1765e+00, -7.1148e-01,  2.0903e-01,  1.2163e+00,\n",
       "          3.7398e-01, -9.2724e-01,  4.9839e-01,  1.0523e-01, -1.9563e-01,\n",
       "          1.5147e+00,  2.3074e-01, -2.2853e-01,  5.0532e-01, -6.1377e-01,\n",
       "         -3.6271e-01, -8.5617e-01, -1.4863e+00, -9.0112e-01,  1.6307e-01,\n",
       "          3.5200e-01, -8.0068e-02,  2.7946e-01,  2.0162e+00,  2.9590e-01,\n",
       "          2.2851e-01,  5.7739e-01,  1.3204e-01,  2.6268e-01, -2.5542e-01,\n",
       "          6.8747e-02,  5.1684e-01, -1.3562e+00, -7.3015e-01, -7.8157e-01,\n",
       "         -1.0185e-01, -5.6993e-02,  3.8503e-01, -5.3381e-01,  2.9535e-01,\n",
       "          7.3764e-01, -2.6587e-01, -6.2446e-01,  1.7375e+00,  5.0741e-01,\n",
       "          1.2428e-01,  9.1342e-01,  2.6511e-01,  1.9595e-03, -8.1006e-01,\n",
       "          5.4010e-02, -2.6239e-01,  9.0498e-03,  2.6277e-01,  4.3219e-01,\n",
       "          5.1488e-01, -9.0107e-01,  1.6275e-01,  4.5773e-01,  9.7256e-01,\n",
       "         -9.5337e-01, -3.8330e-01, -4.6254e-01,  4.4720e-01, -1.0305e+00,\n",
       "          3.8500e-01, -6.3425e-01, -4.1081e-01,  4.4287e-01, -1.5518e-01,\n",
       "         -3.5091e-01,  7.1960e-01, -9.0273e-01, -1.9317e-01, -6.5968e-01,\n",
       "         -1.7670e+00, -6.1119e-01, -1.3433e-01, -3.6819e-01, -1.0618e+00,\n",
       "         -1.6653e-01, -9.8117e-01,  1.5502e-01, -1.3944e-02,  1.3709e-02,\n",
       "          1.0962e+00,  5.6572e-01,  9.0932e-02,  5.1626e-01, -1.0013e+00,\n",
       "         -7.1751e-01,  1.3093e+00,  4.7648e-02, -3.8755e-01,  4.6096e-02,\n",
       "          8.2981e-01,  1.3335e+00, -9.5037e-01, -7.9264e-01, -5.0836e-01,\n",
       "         -5.4635e+00, -5.2364e-01, -1.6477e-01, -4.9920e-01, -5.9208e-01,\n",
       "          8.3321e-01,  2.2948e-01, -4.2540e-01, -3.4352e-01, -2.3269e+00,\n",
       "         -8.3607e-01,  1.6469e+00, -4.9962e-01,  3.7810e-01,  1.9129e-01,\n",
       "          1.0255e+00, -3.4075e-01, -1.1584e+00, -9.3421e-02, -1.0600e+00,\n",
       "          3.1300e-01,  8.3478e-01,  1.4827e+00, -7.9075e-01,  5.7911e-02,\n",
       "          5.0221e-02, -7.9448e-01, -9.3176e-01,  8.1771e-01, -7.6241e-01,\n",
       "         -1.8588e-01, -1.4054e-01,  2.9015e-01, -9.6283e-01,  5.6516e-01,\n",
       "         -8.9871e-01,  1.1710e+00, -1.7025e+00, -7.6169e-01, -1.9885e-01,\n",
       "          3.0590e-01,  2.5639e-01, -2.4590e-02,  1.5636e+00, -1.1325e-01,\n",
       "         -1.0388e+00, -6.6564e-01,  1.5571e+00]),\n",
       " tensor([ 2.5302e+00,  1.9402e+00,  1.8219e+00,  1.2700e+00,  4.6746e+00,\n",
       "         -1.9500e+00,  4.3139e+00,  3.6176e+00, -2.2376e+00, -1.9587e+00,\n",
       "         -4.9842e+00,  1.4843e-01, -2.8659e+00,  1.6516e+00, -2.6694e+00,\n",
       "          1.4051e+00, -9.3215e-03,  7.0239e-01, -2.1427e+00, -1.6315e+00,\n",
       "         -8.5842e-02,  1.5794e+00,  1.0289e-01,  1.3358e+00,  2.7852e+00,\n",
       "         -2.6410e-01, -2.4549e+00,  3.5986e+00, -2.2560e+00, -4.4351e-01,\n",
       "         -2.5387e+00, -1.1469e+00,  4.7158e+00, -3.5582e+00, -1.2334e-01,\n",
       "         -1.3986e+00, -4.1038e+00, -3.1877e+00, -1.8499e+00, -6.3783e-01,\n",
       "         -3.9658e+00,  2.9962e-01, -2.2468e+00, -3.9285e+00,  1.6107e-01,\n",
       "          2.1550e+00,  3.1821e+00,  1.5385e+00,  2.6697e+00,  1.1753e+00,\n",
       "          7.0572e-01,  5.6038e+00, -4.5982e+00, -2.1117e+00, -1.1866e+00,\n",
       "         -1.4728e+00,  2.7081e+00, -3.6805e+00, -4.7806e-01, -8.8153e-01,\n",
       "          9.9548e-01, -1.4935e+00,  3.5318e-02,  3.1142e+00,  1.3110e+00,\n",
       "          1.9692e+00,  5.3158e+00, -1.6547e+00,  3.9484e-01,  4.9602e-01,\n",
       "          1.6662e-01, -3.5395e+00, -8.5315e-01, -1.4760e+00, -1.8101e+00,\n",
       "         -6.8198e-01, -1.0139e+00,  1.8504e+00,  1.9527e+00,  1.3596e+00,\n",
       "          2.9468e+00,  1.2914e+00,  4.2340e+00,  1.4047e-02,  1.4039e+00,\n",
       "          5.8112e-01,  8.2564e-03, -1.3950e+00, -7.3157e-02,  1.2537e+00,\n",
       "          8.9631e-03,  6.9840e-01, -5.6877e-01,  2.9979e+00,  1.4347e-01,\n",
       "         -2.8481e-01,  1.5010e+00,  2.5439e+00, -4.1517e+00,  1.3902e+00,\n",
       "          1.3383e+00, -1.2458e+00,  6.3394e-01,  6.6666e-01, -4.6633e-01,\n",
       "         -3.4418e+00,  3.1182e+00, -2.9006e+00,  5.1678e+00,  5.5516e-02,\n",
       "          1.6311e+00,  2.0586e+00,  8.0094e-01,  9.0464e-01, -1.2199e+00,\n",
       "         -1.9201e+00, -8.2326e-01, -2.7913e+00, -1.4313e+00, -3.0978e+00,\n",
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       "         -7.0305e-01,  3.4761e-02,  1.5487e+00]),\n",
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       "         -1.7025e+00,  7.0560e-01, -2.0535e+00]),\n",
       " tensor([-2.3338e+00, -1.5630e+00,  1.8669e+00,  1.3132e+00,  1.2730e+00,\n",
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       "         -2.5520e-01,  9.3287e-01, -8.7247e-02]),\n",
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       "          1.0093e+00,  5.2590e-01,  1.3772e+00]),\n",
       " tensor([ 1.6419e+00,  1.9298e-01,  2.2134e+00,  8.0454e-01,  5.0826e-01,\n",
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       "         -2.9052e+00, -1.0729e+00, -3.3883e-01]),\n",
       " tensor([ 3.0882e+00,  3.4163e-01,  1.3953e+00,  2.2934e+00,  5.0202e+00,\n",
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       "         -1.0669e-01,  6.7695e-01, -1.3651e+00,  8.7793e-01,  8.2919e-01,\n",
       "          1.8314e+00,  2.4080e+00, -3.3002e+00,  5.6714e-03, -1.3265e+00,\n",
       "          2.7007e-01,  1.9061e+00,  9.4174e-01,  2.3814e-02,  1.9909e+00,\n",
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       "         -1.8532e+00, -1.5548e+00,  1.2914e+00, -2.0083e+00,  4.0230e+00,\n",
       "         -2.0506e+00,  2.1529e+00,  5.1290e-01, -2.2964e+01, -7.8064e-01,\n",
       "         -7.9902e-01, -1.9355e+00, -1.5368e+00, -7.3691e-01,  1.5272e+00,\n",
       "         -4.3930e-01, -2.7214e+00,  8.8056e-01,  1.1982e+00, -2.3090e+00,\n",
       "          6.8390e-01, -6.0908e-01, -3.5249e-01, -4.6654e+00,  7.2674e-01,\n",
       "         -3.5751e+00, -3.4421e-01,  2.6308e+00, -2.7638e+00, -2.6845e+00,\n",
       "          1.4883e+00, -1.5736e+00, -2.0377e+00,  3.3141e+00,  1.4962e+00,\n",
       "         -2.2711e+00, -4.0398e+00, -2.0295e+00,  1.2858e-01, -1.2389e+00,\n",
       "          1.9401e+00, -9.1609e-01,  5.6323e-01,  2.8851e-01, -2.3978e+00,\n",
       "         -1.6141e+00,  5.5766e+00, -8.5979e-01,  4.1150e+00,  2.6763e+00,\n",
       "         -2.2192e+00, -1.4083e+00,  3.6334e-01, -2.8694e-01,  1.2428e+00,\n",
       "          6.2502e-01,  3.4307e+00,  1.8067e+00,  1.2947e+00,  1.3304e+00,\n",
       "          4.8012e-01, -3.9310e+00,  1.6851e+00,  1.4206e+00, -6.8149e-01,\n",
       "          2.3598e+00,  1.6940e+00, -1.3159e+00,  1.2570e+00, -6.4358e-01,\n",
       "          1.3604e+00,  2.5894e+00, -8.5616e-01,  9.7472e-01,  1.5445e+00,\n",
       "         -2.7487e+00,  1.5162e+00,  6.6655e-01,  1.5714e+00,  2.2719e-01,\n",
       "         -1.9382e-01, -1.1515e+01,  2.9171e-01,  4.0626e+00, -2.3640e+00,\n",
       "         -9.2483e-01, -2.6352e+00, -2.4114e-01,  8.4787e-02, -3.0232e+00,\n",
       "          7.1349e-02,  2.0424e+00,  5.9919e-01, -1.8261e+00,  1.7567e+00,\n",
       "         -3.1168e+00,  1.0683e+00,  6.1165e-01, -2.9178e+00,  1.0715e+00,\n",
       "          1.5387e-01,  9.4152e-01,  2.4985e+00, -1.5466e+00,  2.4644e+00,\n",
       "         -4.0983e+00, -4.5867e-01,  2.7270e-01, -3.5779e+00,  7.3035e-01,\n",
       "         -9.9535e-01,  1.0780e+00, -1.4468e+00, -3.5729e+00, -1.2904e+00,\n",
       "          7.2469e-01, -3.4664e-01, -8.5185e-01,  2.9027e+00,  7.8946e-01,\n",
       "          2.3064e+00,  1.4766e+00, -2.9980e+00, -2.8929e+00,  3.6110e-01,\n",
       "          1.9923e+00,  7.5220e-02, -1.3272e+00,  7.8439e-01,  3.8130e+00,\n",
       "         -5.6058e-01, -6.9154e-01, -6.2085e-01, -1.5962e+00,  5.4008e-01,\n",
       "         -4.0508e+00, -2.9505e+00, -1.0744e+00, -1.2355e-01,  1.4103e+00,\n",
       "          1.9071e+00, -3.9880e+00,  1.5888e+00, -1.8124e+00,  1.2899e+00,\n",
       "         -3.4154e+00, -4.9679e-01,  2.0510e+00,  1.2022e+00,  1.1488e+00,\n",
       "         -5.1345e-01, -2.5385e-01,  2.6189e+00,  5.7665e-01, -1.1961e+00,\n",
       "          5.1001e+00, -2.3584e+00,  6.0053e-01,  4.9927e-01, -1.4326e+00,\n",
       "         -6.4213e-01,  9.4220e-01, -5.7553e-01, -8.3787e-02, -1.7791e+00,\n",
       "         -2.0229e+00,  3.2107e+00, -1.9959e+00,  1.6830e-01,  1.4983e+00,\n",
       "          5.4581e-01, -2.6465e-01,  1.6604e+00,  2.4015e+00,  1.4583e+00,\n",
       "         -2.3298e+00, -4.0595e+00, -2.8299e-01,  3.0369e+00, -3.1971e-01,\n",
       "          7.4449e-01,  2.1576e+00,  2.9102e+00,  1.5624e-01, -1.1295e+00,\n",
       "         -4.1378e+00,  4.2500e-01,  1.8835e-01,  1.1251e+00, -2.5759e+00,\n",
       "         -1.4722e+00, -4.6193e+00, -1.4916e-01,  1.0153e+00, -3.6425e+00,\n",
       "          1.0797e+00,  1.5025e+00,  3.5829e+00, -8.5198e-02,  3.0714e-01,\n",
       "         -2.0441e+00,  5.9461e-02,  1.9804e+00,  2.0807e+00,  2.5354e+00,\n",
       "         -2.3583e+00,  1.2518e+00, -1.1750e-02, -1.7215e+00, -2.6578e+00,\n",
       "         -2.5210e+00,  3.1320e-01, -1.6349e+00,  2.5767e+00, -6.3597e-01,\n",
       "          5.0243e+00, -2.0674e+00,  3.8112e-02,  5.9013e-01, -9.7430e-01,\n",
       "         -2.9869e+00, -3.1943e-01, -2.1749e+00,  8.1962e-01,  6.4979e-01,\n",
       "         -2.7564e-01, -5.5571e-01, -4.2280e+00,  6.5253e-01, -3.7688e+00,\n",
       "         -4.8891e-01, -3.4011e+00,  9.1731e-01, -8.1677e-01, -1.0387e+00,\n",
       "         -3.1257e+00,  1.4690e+00,  1.2331e+00,  3.9322e-02,  9.2510e-01,\n",
       "          4.7056e-01, -2.3109e+00,  2.2960e+00, -6.8640e-01, -1.6030e+00,\n",
       "          3.2197e+00, -3.6311e-02, -1.7877e+00,  1.9180e+00, -4.2526e+00,\n",
       "         -2.8085e+00, -6.4383e-01,  4.0082e-01, -6.8648e-01, -4.8078e+00,\n",
       "         -1.1908e-01, -8.7206e-02,  6.3711e+00, -4.6460e+00, -4.8787e-01,\n",
       "         -4.0053e-01, -1.9672e+00, -1.4187e+00, -2.0793e+00, -1.7547e+00,\n",
       "         -7.0970e-01,  2.7810e+00,  2.7739e+00,  1.1183e-01,  6.0936e-01,\n",
       "         -6.9823e-01,  1.7735e-01,  1.9507e+00,  2.5515e+00, -9.9122e-01,\n",
       "          2.7456e+00,  1.1594e+00, -1.1391e-02, -3.5108e+00, -1.4662e+00,\n",
       "         -1.2648e+00, -8.9121e-01, -2.2631e+00, -2.4813e-01,  9.4022e-01,\n",
       "         -4.4154e+00, -4.3726e-01, -2.8035e+00,  1.5503e+00, -7.8773e-01,\n",
       "          1.0078e+00,  6.6795e-01, -1.5806e-01, -1.9519e+00,  2.9542e+00,\n",
       "         -1.2648e+00, -1.3813e+00, -1.8558e+00, -5.9328e-01, -1.6767e-02,\n",
       "          7.8890e-01,  4.9483e+00,  3.2031e+00,  1.2912e+00,  5.8397e-01,\n",
       "         -3.0414e-01, -5.2680e+00,  7.1618e-01,  3.0672e+00,  1.6017e+00,\n",
       "          1.6728e+00, -5.1994e-01,  1.5442e+00,  5.0388e+00, -6.7050e-01,\n",
       "         -1.5675e+00,  1.3768e+00,  9.7715e-01, -1.6183e+00, -1.1551e+00,\n",
       "         -3.2797e-01,  4.4694e+00,  1.5702e-02,  4.6406e-01, -6.1996e-01,\n",
       "         -3.3129e+00,  1.7838e+00,  2.6773e+00,  1.7145e+00, -2.1272e-01,\n",
       "          1.5512e+00,  3.9673e+00,  1.8042e+00,  4.3396e+00,  4.3140e-01,\n",
       "          9.8399e-01, -2.2316e-01,  5.5229e+00, -8.9393e-01, -1.3722e+00,\n",
       "          8.8656e-01,  7.1334e-01,  2.4196e+00, -2.2856e-02,  3.1034e+00,\n",
       "         -2.5194e+00, -4.4955e+00, -7.1501e-01,  1.3706e+00, -3.0290e+00,\n",
       "          3.5050e+00, -5.3853e-02, -1.4089e-01, -2.7732e+00, -2.1561e+00,\n",
       "         -2.8864e+00,  2.3575e-01,  4.5153e+00,  7.6520e-01, -6.7597e-01,\n",
       "         -1.1599e+00, -1.9564e+00,  3.8056e+00,  1.7248e+00,  8.6950e-01,\n",
       "          7.8689e-01, -3.6842e+00,  1.7193e+00,  1.0041e+00,  2.9524e+00,\n",
       "          1.5141e+00, -6.4956e-01, -1.6239e+00, -1.7170e+00, -8.4381e-02,\n",
       "         -1.2907e+00, -7.0156e-02, -6.3902e-01,  3.6971e+00,  5.3824e+00,\n",
       "          3.2671e-01,  2.3982e+00,  4.3869e-01, -5.8958e-01,  7.1378e-01,\n",
       "          1.0556e+00, -1.5979e+00, -3.9925e+00, -1.6158e-01, -2.1923e+00,\n",
       "         -1.3815e+00,  2.0340e-01,  5.1948e+00, -2.9101e+00, -4.6639e-01,\n",
       "         -1.0054e+00,  3.0548e+00,  5.9897e-01, -1.3544e+00,  4.9882e-01,\n",
       "         -2.6180e+00, -4.8287e+00,  1.4384e+00,  6.6299e-01,  2.5551e+00,\n",
       "          2.0674e-01,  5.5920e-01,  1.8469e-01,  2.0740e+00, -3.1018e+00,\n",
       "         -1.0114e-02,  8.4069e-01, -1.1389e+00,  2.1025e+00, -5.3537e-01,\n",
       "          1.5278e+00, -1.4858e+00,  1.3059e+00, -3.8962e-01, -1.0267e-02,\n",
       "         -2.9435e+00,  2.5015e+00,  2.0883e+00, -2.1096e-01, -4.9766e-01,\n",
       "         -1.9638e+00,  1.8115e+00, -3.4091e+00, -1.1746e+00, -1.6669e+00,\n",
       "         -8.4868e-01,  2.8408e-01, -2.2979e+00, -2.6906e+00,  5.2821e-01,\n",
       "         -1.4564e-01,  1.0769e+00,  3.7226e-01,  1.6986e+00,  1.2493e+00,\n",
       "         -1.3094e+00,  1.6977e-01, -9.6914e-01,  4.2200e-01,  7.5812e-01,\n",
       "         -2.6478e+00, -1.0264e+00, -2.4051e-01, -2.0891e+00, -5.1372e-02,\n",
       "          1.2816e-01, -1.2957e+00, -2.0764e+00, -1.4437e+00, -2.0124e+00,\n",
       "          9.8373e-01,  9.3106e-01,  2.1841e+00,  6.7056e-01, -1.8379e+00,\n",
       "         -1.4533e+00,  5.3596e-01,  1.9304e+00, -6.8814e-01,  6.7179e-01,\n",
       "          3.2776e-01,  6.9384e-01, -4.9125e-01]),\n",
       " tensor([ 1.7686e-01,  3.0140e-01,  1.2283e+00,  2.5498e-01, -4.1993e-01,\n",
       "          1.5217e-01,  1.1042e+00, -3.9614e-01, -7.4867e-02,  1.9211e-01,\n",
       "         -3.4004e-01, -2.5339e-01,  1.8369e-01,  3.4252e-02,  1.2637e-01,\n",
       "          7.7537e-01,  2.4431e-01, -7.1803e-02,  1.0125e+00,  5.9656e-02,\n",
       "         -6.2922e-01,  1.1552e+00, -2.8322e-01,  3.6481e-01,  1.7411e+00,\n",
       "         -3.0753e-01, -3.8406e-01,  1.5506e+00, -5.6004e-01, -3.4535e-01,\n",
       "          4.6930e-02,  3.6037e-01, -1.4628e-01, -2.0385e-01,  7.1332e-01,\n",
       "         -3.0008e-03,  2.7355e-01, -1.6566e+00, -1.4981e+00,  1.1189e+00,\n",
       "         -9.3172e-01,  1.1117e+00, -5.0760e-01, -7.0483e-01,  1.3200e-01,\n",
       "         -1.4085e-01,  8.2055e-01,  5.5218e-01, -7.0909e-02,  1.3809e+00,\n",
       "          1.3366e-01,  1.0038e+00,  5.0865e-01, -4.1069e-01,  7.7088e-01,\n",
       "          1.3859e+00, -1.3735e+00,  1.0587e-01, -7.7293e-01, -1.4535e-01,\n",
       "          2.5544e-01, -1.2185e-01, -6.4206e-02,  3.8435e-01, -4.2719e-01,\n",
       "          7.0716e-01, -4.0325e-01,  1.2687e+00, -2.4181e+00, -6.6373e-01,\n",
       "          4.6293e-01, -3.9356e-01, -6.5196e-01,  6.7118e-01, -4.5811e-01,\n",
       "          5.3004e-01, -5.4276e-01,  6.0488e-02, -6.2843e-01,  3.2125e-01,\n",
       "          7.7023e-01, -2.3169e-01,  1.0850e+00,  5.3458e-01, -3.1384e-01,\n",
       "         -8.6108e-01,  2.6884e-01,  6.3129e-01,  2.6605e-01,  3.6744e-01,\n",
       "         -4.1914e-01, -4.0370e-01, -2.9421e-01,  2.4517e-01,  6.6703e-01,\n",
       "         -6.0768e-01, -2.6331e-01, -1.6844e-02,  5.5699e-02,  7.2757e-01,\n",
       "         -6.2252e-01,  1.7923e-01,  2.4356e-01, -2.1832e-02, -4.8473e-01,\n",
       "         -2.8896e-01,  3.9398e-01, -5.4745e-01,  6.0465e-01,  1.4329e+00,\n",
       "          3.3716e-01, -5.8228e-01,  6.1492e-01, -7.4932e-01, -4.1875e-01,\n",
       "         -2.1440e-01,  4.1101e-01, -3.7935e-01,  4.5440e-01,  3.2603e-02,\n",
       "          5.3795e-01, -9.4868e-01,  3.0714e-01,  1.3427e+00, -1.2976e-03,\n",
       "         -7.7238e-01, -2.7024e-01, -1.4264e+00, -5.8905e-01, -1.1088e-01,\n",
       "         -5.6996e-01,  9.0102e-01, -7.0924e-02,  1.3232e-01, -6.6671e-01,\n",
       "          1.3399e+00, -7.7802e-01,  2.7446e-01, -7.4876e-01,  6.2119e-01,\n",
       "         -1.1414e-01, -5.0667e-01,  4.9055e-01, -1.0121e-01,  6.6468e-01,\n",
       "          1.0611e+00, -2.5788e-01,  6.5131e-01,  9.0632e-01, -4.2337e-01,\n",
       "          2.4704e-01,  2.6199e-01,  9.9605e-01, -2.7710e-01, -9.2358e-02,\n",
       "         -6.4106e-01, -3.6770e-01,  5.1742e-01,  4.2075e-01,  4.0596e-01,\n",
       "         -5.0516e-01, -3.3767e-01,  3.2577e-01, -2.2977e-01, -8.6560e-01,\n",
       "          1.5091e-01, -1.3263e+00, -8.7528e-01,  1.0917e+00, -9.0245e-01,\n",
       "         -7.4889e-01, -1.1392e+00,  1.1025e+00, -3.3555e-01, -7.4624e-01,\n",
       "          2.2669e-02,  7.9888e-01, -9.6406e-01,  3.3495e-01,  9.1485e-03,\n",
       "         -1.2304e+01, -6.0709e-01,  6.6881e-01, -1.2190e+00,  2.8024e-01,\n",
       "          8.8377e-02, -1.0642e+00, -1.7220e+00, -5.6427e-01, -2.0514e-01,\n",
       "          6.0204e-01,  2.8887e-01,  4.2743e-01,  1.7155e-01,  2.1840e-01,\n",
       "         -1.5377e+00, -1.4291e-01, -2.0693e-01, -7.8963e-01, -4.1309e-01,\n",
       "         -2.0401e-01,  1.0911e-01, -8.6057e-01,  4.4829e-01,  2.4872e-01,\n",
       "         -7.8514e-01, -1.0632e+00,  6.2354e-01,  6.9224e-02,  3.7324e-01,\n",
       "         -1.0582e-01,  6.7056e-01, -2.3936e-01,  1.1311e-01, -8.1815e-01,\n",
       "         -3.8347e-01,  2.6293e-01, -9.6709e-01, -1.0988e+00,  1.9223e-01,\n",
       "         -1.2903e+00, -1.3463e+00, -2.9797e-01, -1.9075e-01, -3.8255e-01,\n",
       "          4.4368e-01, -5.6544e-01,  8.8381e-01, -2.4858e-01,  4.5120e-01,\n",
       "          4.6812e-03, -3.5121e-01,  3.1856e-01, -1.0363e-01,  4.5399e-01,\n",
       "         -5.9158e-01, -6.4011e-01, -1.2139e+00, -9.7357e-01, -5.2856e-02,\n",
       "         -8.5345e-01, -2.8281e-01,  1.0712e+00,  4.0325e-01, -1.2764e-01,\n",
       "         -4.9465e-01,  1.9921e-01,  2.5630e-01,  8.7615e-01,  3.7616e-01,\n",
       "         -1.0064e+00, -5.3223e-01,  1.8961e-01, -3.9029e-01, -3.9504e-01,\n",
       "         -1.9953e-01, -1.5911e+00, -5.8709e-01,  1.1851e+00, -6.0486e-01,\n",
       "          4.2823e-01,  8.5063e-01,  6.1520e-01, -6.6993e-01, -8.6677e-02,\n",
       "         -2.4475e-01,  4.2079e-01,  6.7010e-01,  1.0576e+00,  3.0151e-01,\n",
       "         -5.6234e-01,  2.7026e-01,  1.1446e-01,  1.3319e+00, -2.1975e-01,\n",
       "         -2.0743e-01,  1.0346e+00,  7.4427e-01,  1.1060e+00,  1.3232e-01,\n",
       "          5.0461e-01,  3.2119e-01, -8.7648e-01,  6.3262e-01,  4.0552e-01,\n",
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